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Let's Practice! ]] .pull-right[ </br> </br> </br> </br> </br>  ] --- class: hide-logo, inverse, center, middle # **What is plotly?** --- background-image: url(https://upload.wikimedia.org/wikipedia/commons/thumb/8/8a/Plotly_logo_for_digital_final_%286%29.png/1600px-Plotly_logo_for_digital_final_%286%29.png) background-position: bottom background-size: 75% 75% # What is plotly? .font150[ plotly is an R package for creating **interactive** and **dynamic** **web-based** graphics 1. 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Parameters don't work with plotly --- # Why plotly? .font200[ Strengths of interactive Plotting: - Complex Information - High-dimensional data - Exploratory data analysis - Engaging viewer experience ] --- class: hide-logo, inverse, center, middle # **How does plotly work?** --- # How does plotly work? <br></br> <br></br> .font180[ ## 1. Transform **ggplot** graphics into **plotly** graphics with **ggplotly()** ] -- <br></br> <br></br> .font180[ ## 2. Initialize **plotly** graphics directly with **plot_ly()** ] --- # #1 ggplot →️ plotly <details> <summary> Code </summary> .details[ ```r library(ggplot2) library(babynames) gg <- babynames %>% filter(name %in% c("Sam", "Alex")) %>% ggplot() + geom_line(aes(year, prop, color = sex, linetype = name)) * p_gg <- ggplotly(gg, dynamicTicks = TRUE) %>% rangeslider() %>% layout(hovermode = "x") ``` ] </details> <details> <summary> ggplot </summary> .details[ <!-- --> ] </details> <details> <summary> ggplotly </summary> .details[ <<<<<<< HEAD <div id="htmlwidget-5e416a6abc0ead94e09c" style="width:648px;height:360px;" class="plotly html-widget"></div> <script type="application/json" 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0.00154140<br />sex: M<br />name: Sam","year: 1929<br />prop: 0.00156202<br />sex: M<br />name: Sam","year: 1930<br />prop: 0.00147775<br />sex: M<br />name: Sam","year: 1931<br />prop: 0.00136317<br />sex: M<br />name: Sam","year: 1932<br />prop: 0.00135345<br />sex: M<br />name: Sam","year: 1933<br />prop: 0.00132450<br />sex: M<br />name: Sam","year: 1934<br />prop: 0.00124513<br />sex: M<br />name: Sam","year: 1935<br />prop: 0.00127456<br />sex: M<br />name: Sam","year: 1936<br />prop: 0.00116147<br />sex: M<br />name: Sam","year: 1937<br />prop: 0.00111113<br />sex: M<br />name: Sam","year: 1938<br />prop: 0.00102086<br />sex: M<br />name: Sam","year: 1939<br />prop: 0.00099015<br />sex: M<br />name: Sam","year: 1940<br />prop: 0.00096626<br />sex: M<br />name: Sam","year: 1941<br />prop: 0.00094927<br />sex: M<br />name: Sam","year: 1942<br />prop: 0.00090905<br />sex: M<br />name: Sam","year: 1943<br />prop: 0.00090971<br />sex: M<br />name: Sam","year: 1944<br />prop: 0.00087331<br />sex: M<br />name: Sam","year: 1945<br />prop: 0.00082988<br />sex: M<br />name: Sam","year: 1946<br />prop: 0.00078838<br />sex: M<br />name: Sam","year: 1947<br />prop: 0.00076236<br />sex: M<br />name: Sam","year: 1948<br />prop: 0.00069507<br />sex: M<br />name: Sam","year: 1949<br />prop: 0.00061215<br />sex: M<br />name: Sam","year: 1950<br />prop: 0.00052499<br />sex: M<br />name: Sam","year: 1951<br />prop: 0.00054137<br />sex: M<br />name: Sam","year: 1952<br />prop: 0.00047614<br />sex: M<br />name: Sam","year: 1953<br />prop: 0.00044022<br />sex: M<br />name: Sam","year: 1954<br />prop: 0.00042110<br />sex: M<br />name: Sam","year: 1955<br />prop: 0.00041874<br />sex: M<br />name: Sam","year: 1956<br />prop: 0.00044298<br />sex: M<br />name: Sam","year: 1957<br />prop: 0.00049007<br />sex: M<br />name: Sam","year: 1958<br />prop: 0.00054667<br />sex: M<br />name: Sam","year: 1959<br />prop: 0.00059827<br />sex: M<br />name: Sam","year: 1960<br />prop: 0.00055917<br />sex: M<br />name: Sam","year: 1961<br />prop: 0.00055381<br />sex: M<br />name: Sam","year: 1962<br />prop: 0.00050808<br />sex: M<br />name: Sam","year: 1963<br />prop: 0.00049245<br />sex: M<br />name: Sam","year: 1964<br />prop: 0.00047156<br />sex: M<br />name: Sam","year: 1965<br />prop: 0.00040840<br />sex: M<br />name: Sam","year: 1966<br />prop: 0.00037296<br />sex: M<br />name: Sam","year: 1967<br />prop: 0.00034274<br />sex: M<br />name: Sam","year: 1968<br />prop: 0.00031812<br />sex: M<br />name: Sam","year: 1969<br />prop: 0.00031913<br />sex: M<br />name: Sam","year: 1970<br />prop: 0.00031433<br />sex: M<br />name: Sam","year: 1971<br />prop: 0.00029752<br />sex: M<br />name: Sam","year: 1972<br />prop: 0.00029677<br />sex: M<br />name: Sam","year: 1973<br />prop: 0.00029550<br />sex: M<br />name: Sam","year: 1974<br />prop: 0.00026798<br />sex: M<br />name: Sam","year: 1975<br />prop: 0.00025816<br />sex: M<br />name: Sam","year: 1976<br />prop: 0.00024308<br />sex: M<br />name: Sam","year: 1977<br />prop: 0.00020820<br />sex: M<br />name: Sam","year: 1978<br />prop: 0.00024340<br />sex: M<br />name: Sam","year: 1979<br />prop: 0.00021040<br />sex: M<br />name: Sam","year: 1980<br />prop: 0.00019784<br />sex: M<br />name: Sam","year: 1981<br />prop: 0.00020565<br />sex: M<br />name: Sam","year: 1982<br />prop: 0.00019818<br />sex: M<br />name: Sam","year: 1983<br />prop: 0.00019320<br />sex: M<br />name: Sam","year: 1984<br />prop: 0.00019401<br />sex: M<br />name: Sam","year: 1985<br />prop: 0.00018089<br />sex: M<br />name: Sam","year: 1986<br />prop: 0.00019782<br />sex: M<br />name: Sam","year: 1987<br />prop: 0.00024673<br />sex: M<br />name: Sam","year: 1988<br />prop: 0.00023934<br />sex: M<br />name: Sam","year: 1989<br />prop: 0.00024004<br />sex: M<br />name: Sam","year: 1990<br />prop: 0.00027148<br />sex: M<br />name: Sam","year: 1991<br />prop: 0.00027841<br />sex: M<br />name: Sam","year: 1992<br />prop: 0.00027351<br />sex: M<br />name: Sam","year: 1993<br />prop: 0.00027216<br />sex: M<br />name: Sam","year: 1994<br />prop: 0.00027135<br />sex: M<br />name: Sam","year: 1995<br />prop: 0.00028294<br />sex: M<br />name: Sam","year: 1996<br />prop: 0.00026306<br />sex: M<br />name: Sam","year: 1997<br />prop: 0.00024232<br />sex: M<br />name: Sam","year: 1998<br />prop: 0.00024172<br />sex: M<br />name: Sam","year: 1999<br />prop: 0.00024383<br />sex: M<br />name: Sam","year: 2000<br />prop: 0.00024624<br />sex: M<br />name: Sam","year: 2001<br />prop: 0.00026748<br />sex: M<br />name: Sam","year: 2002<br />prop: 0.00027015<br />sex: M<br />name: Sam","year: 2003<br />prop: 0.00027523<br />sex: M<br />name: Sam","year: 2004<br />prop: 0.00028075<br />sex: M<br />name: Sam","year: 2005<br />prop: 0.00026152<br />sex: M<br />name: Sam","year: 2006<br />prop: 0.00026702<br />sex: M<br />name: Sam","year: 2007<br />prop: 0.00027649<br />sex: M<br />name: Sam","year: 2008<br />prop: 0.00027726<br />sex: M<br />name: Sam","year: 2009<br />prop: 0.00027372<br />sex: M<br />name: Sam","year: 2010<br />prop: 0.00026802<br />sex: M<br />name: Sam","year: 2011<br />prop: 0.00026866<br />sex: M<br />name: Sam","year: 2012<br />prop: 0.00025125<br />sex: M<br />name: Sam","year: 2013<br />prop: 0.00023603<br />sex: M<br />name: Sam","year: 2014<br />prop: 0.00025436<br />sex: M<br />name: Sam","year: 2015<br />prop: 0.00025560<br />sex: M<br />name: Sam","year: 2016<br />prop: 0.00023590<br />sex: M<br />name: Sam","year: 2017<br />prop: 0.00026384<br />sex: M<br />name: Sam"],"type":"scatter","mode":"lines","line":{"width":1.88976377952756,"color":"rgba(0,191,196,1)","dash":"dash"},"hoveron":"points","name":"(M,Sam)","legendgroup":"(M,Sam)","showlegend":true,"xaxis":"x","yaxis":"y","hoverinfo":"text","frame":null}],"layout":{"margin":{"t":25.1324200913242,"r":7.30593607305936,"b":39.0867579908676,"l":54.7945205479452},"plot_bgcolor":"rgba(235,235,235,1)","paper_bgcolor":"rgba(255,255,255,1)","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xaxis":{"domain":[0,1],"automargin":true,"type":"linear","autorange":true,"tickmode":"auto","ticktext":["1880","1920","1960","2000"],"tickvals":[1880,1920,1960,2000],"categoryorder":"array","categoryarray":["1880","1920","1960","2000"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":"rgba(255,255,255,1)","gridwidth":0.66417600664176,"zeroline":false,"anchor":"y","title":{"text":"year","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}},"hoverformat":".2f","rangeslider":{"visible":true}},"yaxis":{"domain":[0,1],"automargin":true,"type":"linear","autorange":true,"range":[-0.0002506355,0.0053168055],"tickmode":"auto","ticktext":["0.000","0.001","0.002","0.003","0.004","0.005"],"tickvals":[0,0.001,0.002,0.003,0.004,0.005],"categoryorder":"array","categoryarray":["0.000","0.001","0.002","0.003","0.004","0.005"],"nticks":null,"ticks":"outside","tickcolor":"rgba(51,51,51,1)","ticklen":3.65296803652968,"tickwidth":0.66417600664176,"showticklabels":true,"tickfont":{"color":"rgba(77,77,77,1)","family":"","size":11.689497716895},"tickangle":-0,"showline":false,"linecolor":null,"linewidth":0,"showgrid":true,"gridcolor":"rgba(255,255,255,1)","gridwidth":0.66417600664176,"zeroline":false,"anchor":"x","title":{"text":"prop","font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187}},"hoverformat":".2f"},"shapes":[{"type":"rect","fillcolor":null,"line":{"color":null,"width":0,"linetype":[]},"yref":"paper","xref":"paper","x0":0,"x1":1,"y0":0,"y1":1}],"showlegend":true,"legend":{"bgcolor":"rgba(255,255,255,1)","bordercolor":"transparent","borderwidth":1.88976377952756,"font":{"color":"rgba(0,0,0,1)","family":"","size":11.689497716895},"y":0.783464566929134},"annotations":[{"text":"name<br />sex","x":1.02,"y":1,"showarrow":false,"ax":0,"ay":0,"font":{"color":"rgba(0,0,0,1)","family":"","size":14.6118721461187},"xref":"paper","yref":"paper","textangle":-0,"xanchor":"left","yanchor":"bottom","legendTitle":true}],"hovermode":"x","barmode":"relative"},"config":{"doubleClick":"reset","showSendToCloud":false},"source":"A","attrs":{"600c32345565":{"x":{},"y":{},"colour":{},"linetype":{},"type":"scatter"}},"cur_data":"600c32345565","visdat":{"600c32345565":["function (y) ","x"]},"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1},"debounce":0},"shinyEvents":["plotly_hover","plotly_click","plotly_selected","plotly_relayout","plotly_brushed","plotly_brushing","plotly_clickannotation","plotly_doubleclick","plotly_deselect","plotly_afterplot","plotly_sunburstclick"],"base_url":"https://plot.ly"},"evals":[],"jsHooks":[]}</script> >>>>>>> 60621964d770a615c5f9520303ecc59c96188a6b ] </details> --- # #2 plotly <details> <summary> Code </summary> .details[.code120[ ```r p <- babynames %>% filter(name %in% c("Sam", "Alex")) %>% plot_ly(x = ~year, y = ~prop, color = ~sex, linetype = ~name, dynamicTicks = TRUE, hoverinfo = "text", text = ~paste0( "<br>", name, " ", sex, "<br>Probability: ", round(prop, 5), "<br>Year: ", year, "<br>" )) %>% add_lines() %>% rangeslider() %>% layout(xaxis = list(title = "Year"), yaxis = list(title = "Probability"), hovermode = "x", paper_bgcolor = 'rgba(0,0,0,0)', plot_bgcolor = 'rgba(0,0,0,0)') ``` ]] </details> <details> <summary> Plot </summary> .details[.code120[ <<<<<<< HEAD <div id="htmlwidget-e6747f489e09ee7bf166" style="width:648px;height:432px;" class="plotly html-widget"></div> <script type="application/json" data-for="htmlwidget-e6747f489e09ee7bf166">{"x":{"visdat":{"482841b525a9":["function () ","plotlyVisDat"]},"cur_data":"482841b525a9","attrs":{"482841b525a9":{"x":{},"y":{},"dynamicTicks":true,"hoverinfo":"text","text":{},"color":{},"linetype":{},"alpha_stroke":1,"sizes":[10,100],"spans":[1,20],"type":"scatter","mode":"lines","inherit":true}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"xaxis":{"domain":[0,1],"automargin":true,"rangeslider":{"visible":true},"title":"year"},"hovermode":"x","paper_bgcolor":"rgba(0,0,0,0)","plot_bgcolor":"rgba(0,0,0,0)","yaxis":{"domain":[0,1],"automargin":true,"title":"prop"},"showlegend":true},"source":"A","config":{"modeBarButtonsToAdd":["hoverclosest","hovercompare"],"showSendToCloud":false},"data":[{"x":[1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1937,1938,1939,1940,1942,1943,1944,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[1.074e-05,7.37e-06,6.23e-06,6.65e-06,4.26e-06,8.84e-06,6.25e-06,6.41e-06,4.79e-06,3.86e-06,3.96e-06,8.13e-06,1.456e-05,5.02e-06,1.555e-05,1.115e-05,8.15e-06,4.52e-06,4.78e-06,1.016e-05,7.36e-06,4.54e-06,4.38e-06,4.41e-06,5.08e-06,4.32e-06,4.88e-06,5.12e-06,6.05e-06,5.74e-06,5.7e-06,5.12e-06,4.87e-06,3.68e-06,6.22e-06,4.02e-06,2.99e-06,3.4e-06,4.77e-06,6.78e-06,5.77e-06,8.17e-06,1.011e-05,6.41e-06,4.02e-06,7.15e-06,6.02e-06,3.42e-06,7.57e-06,8.77e-06,7.37e-06,8.19e-06,8.56e-06,1.054e-05,1.416e-05,1.596e-05,8.33e-06,1.527e-05,1.337e-05,1.034e-05,1.103e-05,1.629e-05,1.789e-05,2.536e-05,1.509e-05,4.715e-05,4.659e-05,7.75e-05,0.00011207,0.00013992,0.00012099,0.00012172,0.00018149,0.00018261,0.00021459,0.00020164,0.00022902,0.00018311,0.00016869,0.00014396,0.00014284,0.00011931,0.0001106,0.00011449,0.0001097,0.00011951,0.00011291,0.00011201,9.032e-05,8.025e-05,8.601e-05,8.732e-05,8.63e-05,6.714e-05,7.589e-05,8.198e-05,9.51e-05,9.075e-05,0.00010027],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Alex F<br>Probability: 1e-05<br>Year: 1915<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1916<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1917<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1918<br>","<br>Alex F<br>Probability: 0<br>Year: 1919<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1920<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1921<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1922<br>","<br>Alex F<br>Probability: 0<br>Year: 1923<br>","<br>Alex F<br>Probability: 0<br>Year: 1924<br>","<br>Alex F<br>Probability: 0<br>Year: 1925<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1926<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1927<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1928<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1929<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1930<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1931<br>","<br>Alex F<br>Probability: 0<br>Year: 1932<br>","<br>Alex F<br>Probability: 0<br>Year: 1933<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1934<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1935<br>","<br>Alex F<br>Probability: 0<br>Year: 1937<br>","<br>Alex F<br>Probability: 0<br>Year: 1938<br>","<br>Alex F<br>Probability: 0<br>Year: 1939<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1940<br>","<br>Alex F<br>Probability: 0<br>Year: 1942<br>","<br>Alex F<br>Probability: 0<br>Year: 1943<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1944<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1947<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1948<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1949<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1950<br>","<br>Alex F<br>Probability: 0<br>Year: 1951<br>","<br>Alex F<br>Probability: 0<br>Year: 1952<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1953<br>","<br>Alex F<br>Probability: 0<br>Year: 1954<br>","<br>Alex F<br>Probability: 0<br>Year: 1955<br>","<br>Alex F<br>Probability: 0<br>Year: 1956<br>","<br>Alex F<br>Probability: 0<br>Year: 1957<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1958<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1959<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1960<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1961<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1962<br>","<br>Alex F<br>Probability: 0<br>Year: 1963<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1964<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1965<br>","<br>Alex F<br>Probability: 0<br>Year: 1966<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1967<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1968<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1969<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1970<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1971<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1972<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1973<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1974<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1975<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1976<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1977<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1978<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1979<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1980<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1981<br>","<br>Alex F<br>Probability: 3e-05<br>Year: 1982<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1983<br>","<br>Alex F<br>Probability: 5e-05<br>Year: 1984<br>","<br>Alex F<br>Probability: 5e-05<br>Year: 1985<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 1986<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 1987<br>","<br>Alex F<br>Probability: 0.00014<br>Year: 1988<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 1989<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 1990<br>","<br>Alex F<br>Probability: 0.00018<br>Year: 1991<br>","<br>Alex F<br>Probability: 0.00018<br>Year: 1992<br>","<br>Alex F<br>Probability: 0.00021<br>Year: 1993<br>","<br>Alex F<br>Probability: 2e-04<br>Year: 1994<br>","<br>Alex F<br>Probability: 0.00023<br>Year: 1995<br>","<br>Alex F<br>Probability: 0.00018<br>Year: 1996<br>","<br>Alex F<br>Probability: 0.00017<br>Year: 1997<br>","<br>Alex F<br>Probability: 0.00014<br>Year: 1998<br>","<br>Alex F<br>Probability: 0.00014<br>Year: 1999<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 2000<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2001<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2002<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2003<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 2004<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2005<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2006<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2007<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 2008<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2009<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2010<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2011<br>","<br>Alex F<br>Probability: 7e-05<br>Year: 2012<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 2013<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 2014<br>","<br>Alex F<br>Probability: 1e-04<br>Year: 2015<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2016<br>","<br>Alex F<br>Probability: 1e-04<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"F<br />Alex","line":{"color":"rgba(102,194,165,1)","dash":"solid"},"marker":{"color":"rgba(102,194,165,1)","line":{"color":"rgba(102,194,165,1)"}},"textfont":{"color":"rgba(102,194,165,1)"},"error_y":{"color":"rgba(102,194,165,1)"},"error_x":{"color":"rgba(102,194,165,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[1888,1889,1890,1893,1894,1895,1897,1900,1901,1902,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1977,1978,1979,1980,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1993,1996,1997,2000,2001,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[2.639e-05,3.171e-05,3.471e-05,3.108e-05,3.39e-05,2.023e-05,2.014e-05,3.462e-05,2.753e-05,2.497e-05,1.71e-05,2.582e-05,1.914e-05,2.371e-05,1.41e-05,2.173e-05,3.099e-05,1.358e-05,2.216e-05,3.512e-05,2.26e-05,2.637e-05,2.118e-05,1.246e-05,1.913e-05,3.065e-05,1.849e-05,2.032e-05,2.244e-05,1.916e-05,2.315e-05,1.979e-05,1.788e-05,1.86e-05,2.677e-05,2.592e-05,1.457e-05,1.812e-05,1.627e-05,1.721e-05,6.47e-06,9.2e-06,1.671e-05,1.18e-05,1.314e-05,7.94e-06,8.47e-06,9.63e-06,1.223e-05,1.045e-05,7.32e-06,5.2e-06,4.96e-06,4.4e-06,5.74e-06,4.56e-06,5.69e-06,8.12e-06,5.26e-06,6.22e-06,7.03e-06,5.49e-06,5.34e-06,4.77e-06,6.3e-06,6.25e-06,8.17e-06,7.71e-06,1.135e-05,4.53e-06,4.6e-06,8.76e-06,7.97e-06,6.41e-06,4.68e-06,4.54e-06,7.1e-06,5.14e-06,3.72e-06,3.86e-06,3.83e-06,5.77e-06,3.04e-06,4.26e-06,4.06e-06,6.74e-06,3.86e-06,6.15e-06,3.33e-06,5.96e-06,4.34e-06,3.2e-06,3.12e-06,2.51e-06,2.43e-06,3.44e-06,5.58e-06,4.17e-06,2.62e-06,3.01e-06,5.05e-06,3.47e-06,5.92e-06,7.66e-06,4.26e-06,1.009e-05,7.41e-06,6.13e-06,7.23e-06,2.58e-06,7.28e-06,6.15e-06,6.17e-06,8.82e-06,6.4e-06],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Sam F<br>Probability: 3e-05<br>Year: 1888<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1889<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1890<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1893<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1894<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1895<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1897<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1900<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1901<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1902<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1904<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1905<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1906<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1907<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1908<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1909<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1910<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1911<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1912<br>","<br>Sam F<br>Probability: 4e-05<br>Year: 1913<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1914<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1915<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1916<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1917<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1918<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1919<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1920<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1921<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1922<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1923<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1924<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1925<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1926<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1927<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1928<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1929<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1930<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1931<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1932<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1933<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1934<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1935<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1936<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1937<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1938<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1939<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1940<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1941<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1942<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1943<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1944<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1945<br>","<br>Sam F<br>Probability: 0<br>Year: 1946<br>","<br>Sam F<br>Probability: 0<br>Year: 1947<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1948<br>","<br>Sam F<br>Probability: 0<br>Year: 1949<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1950<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1951<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1952<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1953<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1954<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1955<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1956<br>","<br>Sam F<br>Probability: 0<br>Year: 1957<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1958<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1959<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1960<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1961<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1962<br>","<br>Sam F<br>Probability: 0<br>Year: 1963<br>","<br>Sam F<br>Probability: 0<br>Year: 1964<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1965<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1966<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1967<br>","<br>Sam F<br>Probability: 0<br>Year: 1968<br>","<br>Sam F<br>Probability: 0<br>Year: 1969<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1970<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1971<br>","<br>Sam F<br>Probability: 0<br>Year: 1972<br>","<br>Sam F<br>Probability: 0<br>Year: 1973<br>","<br>Sam F<br>Probability: 0<br>Year: 1974<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1975<br>","<br>Sam F<br>Probability: 0<br>Year: 1977<br>","<br>Sam F<br>Probability: 0<br>Year: 1978<br>","<br>Sam F<br>Probability: 0<br>Year: 1979<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1980<br>","<br>Sam F<br>Probability: 0<br>Year: 1982<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1983<br>","<br>Sam F<br>Probability: 0<br>Year: 1984<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1985<br>","<br>Sam F<br>Probability: 0<br>Year: 1986<br>","<br>Sam F<br>Probability: 0<br>Year: 1987<br>","<br>Sam F<br>Probability: 0<br>Year: 1988<br>","<br>Sam F<br>Probability: 0<br>Year: 1989<br>","<br>Sam F<br>Probability: 0<br>Year: 1990<br>","<br>Sam F<br>Probability: 0<br>Year: 1991<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1993<br>","<br>Sam F<br>Probability: 0<br>Year: 1996<br>","<br>Sam F<br>Probability: 0<br>Year: 1997<br>","<br>Sam F<br>Probability: 0<br>Year: 2000<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2001<br>","<br>Sam F<br>Probability: 0<br>Year: 2004<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2005<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2006<br>","<br>Sam F<br>Probability: 0<br>Year: 2007<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2008<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2009<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2010<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2011<br>","<br>Sam F<br>Probability: 0<br>Year: 2012<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2013<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2014<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2015<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2016<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"F<br />Sam","line":{"color":"rgba(102,194,165,1)","dash":"dash"},"marker":{"color":"rgba(102,194,165,1)","line":{"color":"rgba(102,194,165,1)"}},"textfont":{"color":"rgba(102,194,165,1)"},"error_y":{"color":"rgba(102,194,165,1)"},"error_x":{"color":"rgba(102,194,165,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[1880,1881,1882,1883,1884,1885,1886,1887,1888,1889,1890,1891,1892,1893,1894,1895,1896,1897,1898,1899,1900,1901,1902,1903,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[0.00124155,0.00105281,0.00140948,0.00106688,0.00120582,0.00137134,0.00135248,0.00124413,0.00128554,0.00106694,0.00122806,0.00121722,0.00123999,0.0010988,0.00121704,0.00112916,0.00127837,0.00106608,0.0011279,0.00115458,0.00118421,0.00119382,0.00116008,0.00106707,0.00122015,0.00115891,0.00122162,0.00117286,0.00119614,0.00128345,0.00122769,0.00111021,0.00106765,0.00112635,0.00115465,0.00114423,0.00118494,0.00112683,0.00115098,0.00106566,0.00097201,0.00089899,0.00089046,0.00082927,0.00083742,0.00078336,0.00070187,0.0007643,0.00070103,0.00069885,0.00067203,0.00068065,0.0006367,0.00059215,0.00058677,0.00054237,0.00052905,0.0005167,0.00053067,0.00052596,0.00052191,0.0005109,0.00048293,0.00045314,0.00044637,0.00046599,0.00042782,0.00042802,0.00042916,0.00040459,0.0004134,0.00036196,0.00035508,0.00035628,0.00035921,0.00034121,0.00037723,0.00041098,0.00047236,0.00053733,0.00056702,0.00056495,0.00060465,0.00063239,0.00061214,0.00065797,0.00056383,0.00063491,0.00065482,0.00066394,0.00073624,0.00075342,0.0007076,0.00077437,0.00085115,0.00081884,0.00083332,0.00094452,0.00086244,0.00092252,0.00090673,0.00100568,0.00104074,0.00115653,0.00161281,0.00202825,0.00265909,0.00309879,0.00319987,0.00312009,0.00322756,0.00314837,0.00350135,0.00369838,0.0035526,0.00369121,0.00344968,0.00343207,0.00342898,0.00334879,0.00323179,0.00319915,0.00329504,0.00323421,0.00322414,0.00304887,0.0030445,0.00283317,0.00247653,0.00243894,0.00215874,0.0019866,0.00190385,0.0017573,0.00155353,0.00152036,0.00140649,0.0013131],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Alex M<br>Probability: 0.00124<br>Year: 1880<br>","<br>Alex M<br>Probability: 0.00105<br>Year: 1881<br>","<br>Alex M<br>Probability: 0.00141<br>Year: 1882<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1883<br>","<br>Alex M<br>Probability: 0.00121<br>Year: 1884<br>","<br>Alex M<br>Probability: 0.00137<br>Year: 1885<br>","<br>Alex M<br>Probability: 0.00135<br>Year: 1886<br>","<br>Alex M<br>Probability: 0.00124<br>Year: 1887<br>","<br>Alex M<br>Probability: 0.00129<br>Year: 1888<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1889<br>","<br>Alex M<br>Probability: 0.00123<br>Year: 1890<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1891<br>","<br>Alex M<br>Probability: 0.00124<br>Year: 1892<br>","<br>Alex M<br>Probability: 0.0011<br>Year: 1893<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1894<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1895<br>","<br>Alex M<br>Probability: 0.00128<br>Year: 1896<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1897<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1898<br>","<br>Alex M<br>Probability: 0.00115<br>Year: 1899<br>","<br>Alex M<br>Probability: 0.00118<br>Year: 1900<br>","<br>Alex M<br>Probability: 0.00119<br>Year: 1901<br>","<br>Alex M<br>Probability: 0.00116<br>Year: 1902<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1903<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1904<br>","<br>Alex M<br>Probability: 0.00116<br>Year: 1905<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1906<br>","<br>Alex M<br>Probability: 0.00117<br>Year: 1907<br>","<br>Alex M<br>Probability: 0.0012<br>Year: 1908<br>","<br>Alex M<br>Probability: 0.00128<br>Year: 1909<br>","<br>Alex M<br>Probability: 0.00123<br>Year: 1910<br>","<br>Alex M<br>Probability: 0.00111<br>Year: 1911<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1912<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1913<br>","<br>Alex M<br>Probability: 0.00115<br>Year: 1914<br>","<br>Alex M<br>Probability: 0.00114<br>Year: 1915<br>","<br>Alex M<br>Probability: 0.00118<br>Year: 1916<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1917<br>","<br>Alex M<br>Probability: 0.00115<br>Year: 1918<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1919<br>","<br>Alex M<br>Probability: 0.00097<br>Year: 1920<br>","<br>Alex M<br>Probability: 9e-04<br>Year: 1921<br>","<br>Alex M<br>Probability: 0.00089<br>Year: 1922<br>","<br>Alex M<br>Probability: 0.00083<br>Year: 1923<br>","<br>Alex M<br>Probability: 0.00084<br>Year: 1924<br>","<br>Alex M<br>Probability: 0.00078<br>Year: 1925<br>","<br>Alex M<br>Probability: 7e-04<br>Year: 1926<br>","<br>Alex M<br>Probability: 0.00076<br>Year: 1927<br>","<br>Alex M<br>Probability: 7e-04<br>Year: 1928<br>","<br>Alex M<br>Probability: 7e-04<br>Year: 1929<br>","<br>Alex M<br>Probability: 0.00067<br>Year: 1930<br>","<br>Alex M<br>Probability: 0.00068<br>Year: 1931<br>","<br>Alex M<br>Probability: 0.00064<br>Year: 1932<br>","<br>Alex M<br>Probability: 0.00059<br>Year: 1933<br>","<br>Alex M<br>Probability: 0.00059<br>Year: 1934<br>","<br>Alex M<br>Probability: 0.00054<br>Year: 1935<br>","<br>Alex M<br>Probability: 0.00053<br>Year: 1936<br>","<br>Alex M<br>Probability: 0.00052<br>Year: 1937<br>","<br>Alex M<br>Probability: 0.00053<br>Year: 1938<br>","<br>Alex M<br>Probability: 0.00053<br>Year: 1939<br>","<br>Alex M<br>Probability: 0.00052<br>Year: 1940<br>","<br>Alex M<br>Probability: 0.00051<br>Year: 1941<br>","<br>Alex M<br>Probability: 0.00048<br>Year: 1942<br>","<br>Alex M<br>Probability: 0.00045<br>Year: 1943<br>","<br>Alex M<br>Probability: 0.00045<br>Year: 1944<br>","<br>Alex M<br>Probability: 0.00047<br>Year: 1945<br>","<br>Alex M<br>Probability: 0.00043<br>Year: 1946<br>","<br>Alex M<br>Probability: 0.00043<br>Year: 1947<br>","<br>Alex M<br>Probability: 0.00043<br>Year: 1948<br>","<br>Alex M<br>Probability: 4e-04<br>Year: 1949<br>","<br>Alex M<br>Probability: 0.00041<br>Year: 1950<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1951<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1952<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1953<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1954<br>","<br>Alex M<br>Probability: 0.00034<br>Year: 1955<br>","<br>Alex M<br>Probability: 0.00038<br>Year: 1956<br>","<br>Alex M<br>Probability: 0.00041<br>Year: 1957<br>","<br>Alex M<br>Probability: 0.00047<br>Year: 1958<br>","<br>Alex M<br>Probability: 0.00054<br>Year: 1959<br>","<br>Alex M<br>Probability: 0.00057<br>Year: 1960<br>","<br>Alex M<br>Probability: 0.00056<br>Year: 1961<br>","<br>Alex M<br>Probability: 6e-04<br>Year: 1962<br>","<br>Alex M<br>Probability: 0.00063<br>Year: 1963<br>","<br>Alex M<br>Probability: 0.00061<br>Year: 1964<br>","<br>Alex M<br>Probability: 0.00066<br>Year: 1965<br>","<br>Alex M<br>Probability: 0.00056<br>Year: 1966<br>","<br>Alex M<br>Probability: 0.00063<br>Year: 1967<br>","<br>Alex M<br>Probability: 0.00065<br>Year: 1968<br>","<br>Alex M<br>Probability: 0.00066<br>Year: 1969<br>","<br>Alex M<br>Probability: 0.00074<br>Year: 1970<br>","<br>Alex M<br>Probability: 0.00075<br>Year: 1971<br>","<br>Alex M<br>Probability: 0.00071<br>Year: 1972<br>","<br>Alex M<br>Probability: 0.00077<br>Year: 1973<br>","<br>Alex M<br>Probability: 0.00085<br>Year: 1974<br>","<br>Alex M<br>Probability: 0.00082<br>Year: 1975<br>","<br>Alex M<br>Probability: 0.00083<br>Year: 1976<br>","<br>Alex M<br>Probability: 0.00094<br>Year: 1977<br>","<br>Alex M<br>Probability: 0.00086<br>Year: 1978<br>","<br>Alex M<br>Probability: 0.00092<br>Year: 1979<br>","<br>Alex M<br>Probability: 0.00091<br>Year: 1980<br>","<br>Alex M<br>Probability: 0.00101<br>Year: 1981<br>","<br>Alex M<br>Probability: 0.00104<br>Year: 1982<br>","<br>Alex M<br>Probability: 0.00116<br>Year: 1983<br>","<br>Alex M<br>Probability: 0.00161<br>Year: 1984<br>","<br>Alex M<br>Probability: 0.00203<br>Year: 1985<br>","<br>Alex M<br>Probability: 0.00266<br>Year: 1986<br>","<br>Alex M<br>Probability: 0.0031<br>Year: 1987<br>","<br>Alex M<br>Probability: 0.0032<br>Year: 1988<br>","<br>Alex M<br>Probability: 0.00312<br>Year: 1989<br>","<br>Alex M<br>Probability: 0.00323<br>Year: 1990<br>","<br>Alex M<br>Probability: 0.00315<br>Year: 1991<br>","<br>Alex M<br>Probability: 0.0035<br>Year: 1992<br>","<br>Alex M<br>Probability: 0.0037<br>Year: 1993<br>","<br>Alex M<br>Probability: 0.00355<br>Year: 1994<br>","<br>Alex M<br>Probability: 0.00369<br>Year: 1995<br>","<br>Alex M<br>Probability: 0.00345<br>Year: 1996<br>","<br>Alex M<br>Probability: 0.00343<br>Year: 1997<br>","<br>Alex M<br>Probability: 0.00343<br>Year: 1998<br>","<br>Alex M<br>Probability: 0.00335<br>Year: 1999<br>","<br>Alex M<br>Probability: 0.00323<br>Year: 2000<br>","<br>Alex M<br>Probability: 0.0032<br>Year: 2001<br>","<br>Alex M<br>Probability: 0.0033<br>Year: 2002<br>","<br>Alex M<br>Probability: 0.00323<br>Year: 2003<br>","<br>Alex M<br>Probability: 0.00322<br>Year: 2004<br>","<br>Alex M<br>Probability: 0.00305<br>Year: 2005<br>","<br>Alex M<br>Probability: 0.00304<br>Year: 2006<br>","<br>Alex M<br>Probability: 0.00283<br>Year: 2007<br>","<br>Alex M<br>Probability: 0.00248<br>Year: 2008<br>","<br>Alex M<br>Probability: 0.00244<br>Year: 2009<br>","<br>Alex M<br>Probability: 0.00216<br>Year: 2010<br>","<br>Alex M<br>Probability: 0.00199<br>Year: 2011<br>","<br>Alex M<br>Probability: 0.0019<br>Year: 2012<br>","<br>Alex M<br>Probability: 0.00176<br>Year: 2013<br>","<br>Alex M<br>Probability: 0.00155<br>Year: 2014<br>","<br>Alex M<br>Probability: 0.00152<br>Year: 2015<br>","<br>Alex M<br>Probability: 0.00141<br>Year: 2016<br>","<br>Alex M<br>Probability: 0.00131<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"M<br />Alex","line":{"color":"rgba(141,160,203,1)","dash":"solid"},"marker":{"color":"rgba(141,160,203,1)","line":{"color":"rgba(141,160,203,1)"}},"textfont":{"color":"rgba(141,160,203,1)"},"error_y":{"color":"rgba(141,160,203,1)"},"error_x":{"color":"rgba(141,160,203,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[1880,1881,1882,1883,1884,1885,1886,1887,1888,1889,1890,1891,1892,1893,1894,1895,1896,1897,1898,1899,1900,1901,1902,1903,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[0.0038598,0.0044421,0.00454802,0.00423198,0.00434258,0.00424339,0.00435984,0.00423554,0.00467261,0.00408294,0.00408518,0.00382556,0.00419161,0.00397386,0.00405947,0.00384546,0.0040133,0.0039199,0.0041104,0.00407143,0.00506374,0.00414378,0.00421092,0.00426828,0.00435354,0.00432846,0.00383144,0.00397889,0.00387094,0.00395778,0.00425856,0.00384432,0.00293494,0.00284757,0.00275125,0.00265512,0.00250526,0.00255909,0.00238873,0.00234799,0.00207391,0.0020792,0.0020884,0.00194732,0.00181427,0.00181772,0.00177302,0.00163962,0.0015414,0.00156202,0.00147775,0.00136317,0.00135345,0.0013245,0.00124513,0.00127456,0.00116147,0.00111113,0.00102086,0.00099015,0.00096626,0.00094927,0.00090905,0.00090971,0.00087331,0.00082988,0.00078838,0.00076236,0.00069507,0.00061215,0.00052499,0.00054137,0.00047614,0.00044022,0.0004211,0.00041874,0.00044298,0.00049007,0.00054667,0.00059827,0.00055917,0.00055381,0.00050808,0.00049245,0.00047156,0.0004084,0.00037296,0.00034274,0.00031812,0.00031913,0.00031433,0.00029752,0.00029677,0.0002955,0.00026798,0.00025816,0.00024308,0.0002082,0.0002434,0.0002104,0.00019784,0.00020565,0.00019818,0.0001932,0.00019401,0.00018089,0.00019782,0.00024673,0.00023934,0.00024004,0.00027148,0.00027841,0.00027351,0.00027216,0.00027135,0.00028294,0.00026306,0.00024232,0.00024172,0.00024383,0.00024624,0.00026748,0.00027015,0.00027523,0.00028075,0.00026152,0.00026702,0.00027649,0.00027726,0.00027372,0.00026802,0.00026866,0.00025125,0.00023603,0.00025436,0.0002556,0.0002359,0.00026384],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Sam M<br>Probability: 0.00386<br>Year: 1880<br>","<br>Sam M<br>Probability: 0.00444<br>Year: 1881<br>","<br>Sam M<br>Probability: 0.00455<br>Year: 1882<br>","<br>Sam M<br>Probability: 0.00423<br>Year: 1883<br>","<br>Sam M<br>Probability: 0.00434<br>Year: 1884<br>","<br>Sam M<br>Probability: 0.00424<br>Year: 1885<br>","<br>Sam M<br>Probability: 0.00436<br>Year: 1886<br>","<br>Sam M<br>Probability: 0.00424<br>Year: 1887<br>","<br>Sam M<br>Probability: 0.00467<br>Year: 1888<br>","<br>Sam M<br>Probability: 0.00408<br>Year: 1889<br>","<br>Sam M<br>Probability: 0.00409<br>Year: 1890<br>","<br>Sam M<br>Probability: 0.00383<br>Year: 1891<br>","<br>Sam M<br>Probability: 0.00419<br>Year: 1892<br>","<br>Sam M<br>Probability: 0.00397<br>Year: 1893<br>","<br>Sam M<br>Probability: 0.00406<br>Year: 1894<br>","<br>Sam M<br>Probability: 0.00385<br>Year: 1895<br>","<br>Sam M<br>Probability: 0.00401<br>Year: 1896<br>","<br>Sam M<br>Probability: 0.00392<br>Year: 1897<br>","<br>Sam M<br>Probability: 0.00411<br>Year: 1898<br>","<br>Sam M<br>Probability: 0.00407<br>Year: 1899<br>","<br>Sam M<br>Probability: 0.00506<br>Year: 1900<br>","<br>Sam M<br>Probability: 0.00414<br>Year: 1901<br>","<br>Sam M<br>Probability: 0.00421<br>Year: 1902<br>","<br>Sam M<br>Probability: 0.00427<br>Year: 1903<br>","<br>Sam M<br>Probability: 0.00435<br>Year: 1904<br>","<br>Sam M<br>Probability: 0.00433<br>Year: 1905<br>","<br>Sam M<br>Probability: 0.00383<br>Year: 1906<br>","<br>Sam M<br>Probability: 0.00398<br>Year: 1907<br>","<br>Sam M<br>Probability: 0.00387<br>Year: 1908<br>","<br>Sam M<br>Probability: 0.00396<br>Year: 1909<br>","<br>Sam M<br>Probability: 0.00426<br>Year: 1910<br>","<br>Sam M<br>Probability: 0.00384<br>Year: 1911<br>","<br>Sam M<br>Probability: 0.00293<br>Year: 1912<br>","<br>Sam M<br>Probability: 0.00285<br>Year: 1913<br>","<br>Sam M<br>Probability: 0.00275<br>Year: 1914<br>","<br>Sam M<br>Probability: 0.00266<br>Year: 1915<br>","<br>Sam M<br>Probability: 0.00251<br>Year: 1916<br>","<br>Sam M<br>Probability: 0.00256<br>Year: 1917<br>","<br>Sam M<br>Probability: 0.00239<br>Year: 1918<br>","<br>Sam M<br>Probability: 0.00235<br>Year: 1919<br>","<br>Sam M<br>Probability: 0.00207<br>Year: 1920<br>","<br>Sam M<br>Probability: 0.00208<br>Year: 1921<br>","<br>Sam M<br>Probability: 0.00209<br>Year: 1922<br>","<br>Sam M<br>Probability: 0.00195<br>Year: 1923<br>","<br>Sam M<br>Probability: 0.00181<br>Year: 1924<br>","<br>Sam M<br>Probability: 0.00182<br>Year: 1925<br>","<br>Sam M<br>Probability: 0.00177<br>Year: 1926<br>","<br>Sam M<br>Probability: 0.00164<br>Year: 1927<br>","<br>Sam M<br>Probability: 0.00154<br>Year: 1928<br>","<br>Sam M<br>Probability: 0.00156<br>Year: 1929<br>","<br>Sam M<br>Probability: 0.00148<br>Year: 1930<br>","<br>Sam M<br>Probability: 0.00136<br>Year: 1931<br>","<br>Sam M<br>Probability: 0.00135<br>Year: 1932<br>","<br>Sam M<br>Probability: 0.00132<br>Year: 1933<br>","<br>Sam M<br>Probability: 0.00125<br>Year: 1934<br>","<br>Sam M<br>Probability: 0.00127<br>Year: 1935<br>","<br>Sam M<br>Probability: 0.00116<br>Year: 1936<br>","<br>Sam M<br>Probability: 0.00111<br>Year: 1937<br>","<br>Sam M<br>Probability: 0.00102<br>Year: 1938<br>","<br>Sam M<br>Probability: 0.00099<br>Year: 1939<br>","<br>Sam M<br>Probability: 0.00097<br>Year: 1940<br>","<br>Sam M<br>Probability: 0.00095<br>Year: 1941<br>","<br>Sam M<br>Probability: 0.00091<br>Year: 1942<br>","<br>Sam M<br>Probability: 0.00091<br>Year: 1943<br>","<br>Sam M<br>Probability: 0.00087<br>Year: 1944<br>","<br>Sam M<br>Probability: 0.00083<br>Year: 1945<br>","<br>Sam M<br>Probability: 0.00079<br>Year: 1946<br>","<br>Sam M<br>Probability: 0.00076<br>Year: 1947<br>","<br>Sam M<br>Probability: 7e-04<br>Year: 1948<br>","<br>Sam M<br>Probability: 0.00061<br>Year: 1949<br>","<br>Sam M<br>Probability: 0.00052<br>Year: 1950<br>","<br>Sam M<br>Probability: 0.00054<br>Year: 1951<br>","<br>Sam M<br>Probability: 0.00048<br>Year: 1952<br>","<br>Sam M<br>Probability: 0.00044<br>Year: 1953<br>","<br>Sam M<br>Probability: 0.00042<br>Year: 1954<br>","<br>Sam M<br>Probability: 0.00042<br>Year: 1955<br>","<br>Sam M<br>Probability: 0.00044<br>Year: 1956<br>","<br>Sam M<br>Probability: 0.00049<br>Year: 1957<br>","<br>Sam M<br>Probability: 0.00055<br>Year: 1958<br>","<br>Sam M<br>Probability: 6e-04<br>Year: 1959<br>","<br>Sam M<br>Probability: 0.00056<br>Year: 1960<br>","<br>Sam M<br>Probability: 0.00055<br>Year: 1961<br>","<br>Sam M<br>Probability: 0.00051<br>Year: 1962<br>","<br>Sam M<br>Probability: 0.00049<br>Year: 1963<br>","<br>Sam M<br>Probability: 0.00047<br>Year: 1964<br>","<br>Sam M<br>Probability: 0.00041<br>Year: 1965<br>","<br>Sam M<br>Probability: 0.00037<br>Year: 1966<br>","<br>Sam M<br>Probability: 0.00034<br>Year: 1967<br>","<br>Sam M<br>Probability: 0.00032<br>Year: 1968<br>","<br>Sam M<br>Probability: 0.00032<br>Year: 1969<br>","<br>Sam M<br>Probability: 0.00031<br>Year: 1970<br>","<br>Sam M<br>Probability: 3e-04<br>Year: 1971<br>","<br>Sam M<br>Probability: 3e-04<br>Year: 1972<br>","<br>Sam M<br>Probability: 3e-04<br>Year: 1973<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1974<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 1975<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1976<br>","<br>Sam M<br>Probability: 0.00021<br>Year: 1977<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1978<br>","<br>Sam M<br>Probability: 0.00021<br>Year: 1979<br>","<br>Sam M<br>Probability: 2e-04<br>Year: 1980<br>","<br>Sam M<br>Probability: 0.00021<br>Year: 1981<br>","<br>Sam M<br>Probability: 2e-04<br>Year: 1982<br>","<br>Sam M<br>Probability: 0.00019<br>Year: 1983<br>","<br>Sam M<br>Probability: 0.00019<br>Year: 1984<br>","<br>Sam M<br>Probability: 0.00018<br>Year: 1985<br>","<br>Sam M<br>Probability: 2e-04<br>Year: 1986<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 1987<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1988<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1989<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1990<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 1991<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1992<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1993<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1994<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 1995<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 1996<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1997<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1998<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1999<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 2000<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2001<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2002<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2003<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2004<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 2005<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2006<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2007<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2008<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2009<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2010<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2011<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 2012<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 2013<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 2014<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 2015<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 2016<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"M<br 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F<br>Probability: 1e-05<br>Year: 1915<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1916<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1917<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1918<br>","<br>Alex F<br>Probability: 0<br>Year: 1919<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1920<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1921<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1922<br>","<br>Alex F<br>Probability: 0<br>Year: 1923<br>","<br>Alex F<br>Probability: 0<br>Year: 1924<br>","<br>Alex F<br>Probability: 0<br>Year: 1925<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1926<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1927<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1928<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1929<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1930<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1931<br>","<br>Alex F<br>Probability: 0<br>Year: 1932<br>","<br>Alex F<br>Probability: 0<br>Year: 1933<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1934<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1935<br>","<br>Alex F<br>Probability: 0<br>Year: 1937<br>","<br>Alex F<br>Probability: 0<br>Year: 1938<br>","<br>Alex F<br>Probability: 0<br>Year: 1939<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1940<br>","<br>Alex F<br>Probability: 0<br>Year: 1942<br>","<br>Alex F<br>Probability: 0<br>Year: 1943<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1944<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1947<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1948<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1949<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1950<br>","<br>Alex F<br>Probability: 0<br>Year: 1951<br>","<br>Alex F<br>Probability: 0<br>Year: 1952<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1953<br>","<br>Alex F<br>Probability: 0<br>Year: 1954<br>","<br>Alex F<br>Probability: 0<br>Year: 1955<br>","<br>Alex F<br>Probability: 0<br>Year: 1956<br>","<br>Alex F<br>Probability: 0<br>Year: 1957<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1958<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1959<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1960<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1961<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1962<br>","<br>Alex F<br>Probability: 0<br>Year: 1963<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1964<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1965<br>","<br>Alex F<br>Probability: 0<br>Year: 1966<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1967<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1968<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1969<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1970<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1971<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1972<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1973<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1974<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1975<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1976<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1977<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1978<br>","<br>Alex F<br>Probability: 1e-05<br>Year: 1979<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1980<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1981<br>","<br>Alex F<br>Probability: 3e-05<br>Year: 1982<br>","<br>Alex F<br>Probability: 2e-05<br>Year: 1983<br>","<br>Alex F<br>Probability: 5e-05<br>Year: 1984<br>","<br>Alex F<br>Probability: 5e-05<br>Year: 1985<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 1986<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 1987<br>","<br>Alex F<br>Probability: 0.00014<br>Year: 1988<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 1989<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 1990<br>","<br>Alex F<br>Probability: 0.00018<br>Year: 1991<br>","<br>Alex F<br>Probability: 0.00018<br>Year: 1992<br>","<br>Alex F<br>Probability: 0.00021<br>Year: 1993<br>","<br>Alex F<br>Probability: 2e-04<br>Year: 1994<br>","<br>Alex F<br>Probability: 0.00023<br>Year: 1995<br>","<br>Alex F<br>Probability: 0.00018<br>Year: 1996<br>","<br>Alex F<br>Probability: 0.00017<br>Year: 1997<br>","<br>Alex F<br>Probability: 0.00014<br>Year: 1998<br>","<br>Alex F<br>Probability: 0.00014<br>Year: 1999<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 2000<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2001<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2002<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2003<br>","<br>Alex F<br>Probability: 0.00012<br>Year: 2004<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2005<br>","<br>Alex F<br>Probability: 0.00011<br>Year: 2006<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2007<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 2008<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2009<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2010<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2011<br>","<br>Alex F<br>Probability: 7e-05<br>Year: 2012<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 2013<br>","<br>Alex F<br>Probability: 8e-05<br>Year: 2014<br>","<br>Alex F<br>Probability: 1e-04<br>Year: 2015<br>","<br>Alex F<br>Probability: 9e-05<br>Year: 2016<br>","<br>Alex F<br>Probability: 1e-04<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"F<br />Alex","line":{"color":"rgba(102,194,165,1)","dash":"solid"},"marker":{"color":"rgba(102,194,165,1)","line":{"color":"rgba(102,194,165,1)"}},"textfont":{"color":"rgba(102,194,165,1)"},"error_y":{"color":"rgba(102,194,165,1)"},"error_x":{"color":"rgba(102,194,165,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[1888,1889,1890,1893,1894,1895,1897,1900,1901,1902,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1977,1978,1979,1980,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1993,1996,1997,2000,2001,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[2.639e-05,3.171e-05,3.471e-05,3.108e-05,3.39e-05,2.023e-05,2.014e-05,3.462e-05,2.753e-05,2.497e-05,1.71e-05,2.582e-05,1.914e-05,2.371e-05,1.41e-05,2.173e-05,3.099e-05,1.358e-05,2.216e-05,3.512e-05,2.26e-05,2.637e-05,2.118e-05,1.246e-05,1.913e-05,3.065e-05,1.849e-05,2.032e-05,2.244e-05,1.916e-05,2.315e-05,1.979e-05,1.788e-05,1.86e-05,2.677e-05,2.592e-05,1.457e-05,1.812e-05,1.627e-05,1.721e-05,6.47e-06,9.2e-06,1.671e-05,1.18e-05,1.314e-05,7.94e-06,8.47e-06,9.63e-06,1.223e-05,1.045e-05,7.32e-06,5.2e-06,4.96e-06,4.4e-06,5.74e-06,4.56e-06,5.69e-06,8.12e-06,5.26e-06,6.22e-06,7.03e-06,5.49e-06,5.34e-06,4.77e-06,6.3e-06,6.25e-06,8.17e-06,7.71e-06,1.135e-05,4.53e-06,4.6e-06,8.76e-06,7.97e-06,6.41e-06,4.68e-06,4.54e-06,7.1e-06,5.14e-06,3.72e-06,3.86e-06,3.83e-06,5.77e-06,3.04e-06,4.26e-06,4.06e-06,6.74e-06,3.86e-06,6.15e-06,3.33e-06,5.96e-06,4.34e-06,3.2e-06,3.12e-06,2.51e-06,2.43e-06,3.44e-06,5.58e-06,4.17e-06,2.62e-06,3.01e-06,5.05e-06,3.47e-06,5.92e-06,7.66e-06,4.26e-06,1.009e-05,7.41e-06,6.13e-06,7.23e-06,2.58e-06,7.28e-06,6.15e-06,6.17e-06,8.82e-06,6.4e-06],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Sam F<br>Probability: 3e-05<br>Year: 1888<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1889<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1890<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1893<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1894<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1895<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1897<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1900<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1901<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1902<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1904<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1905<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1906<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1907<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1908<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1909<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1910<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1911<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1912<br>","<br>Sam F<br>Probability: 4e-05<br>Year: 1913<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1914<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1915<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1916<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1917<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1918<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1919<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1920<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1921<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1922<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1923<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1924<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1925<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1926<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1927<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1928<br>","<br>Sam F<br>Probability: 3e-05<br>Year: 1929<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1930<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1931<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1932<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1933<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1934<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1935<br>","<br>Sam F<br>Probability: 2e-05<br>Year: 1936<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1937<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1938<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1939<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1940<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1941<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1942<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1943<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1944<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1945<br>","<br>Sam F<br>Probability: 0<br>Year: 1946<br>","<br>Sam F<br>Probability: 0<br>Year: 1947<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1948<br>","<br>Sam F<br>Probability: 0<br>Year: 1949<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1950<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1951<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1952<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1953<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1954<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1955<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1956<br>","<br>Sam F<br>Probability: 0<br>Year: 1957<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1958<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1959<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1960<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1961<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1962<br>","<br>Sam F<br>Probability: 0<br>Year: 1963<br>","<br>Sam F<br>Probability: 0<br>Year: 1964<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1965<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1966<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1967<br>","<br>Sam F<br>Probability: 0<br>Year: 1968<br>","<br>Sam F<br>Probability: 0<br>Year: 1969<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1970<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1971<br>","<br>Sam F<br>Probability: 0<br>Year: 1972<br>","<br>Sam F<br>Probability: 0<br>Year: 1973<br>","<br>Sam F<br>Probability: 0<br>Year: 1974<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1975<br>","<br>Sam F<br>Probability: 0<br>Year: 1977<br>","<br>Sam F<br>Probability: 0<br>Year: 1978<br>","<br>Sam F<br>Probability: 0<br>Year: 1979<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1980<br>","<br>Sam F<br>Probability: 0<br>Year: 1982<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1983<br>","<br>Sam F<br>Probability: 0<br>Year: 1984<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1985<br>","<br>Sam F<br>Probability: 0<br>Year: 1986<br>","<br>Sam F<br>Probability: 0<br>Year: 1987<br>","<br>Sam F<br>Probability: 0<br>Year: 1988<br>","<br>Sam F<br>Probability: 0<br>Year: 1989<br>","<br>Sam F<br>Probability: 0<br>Year: 1990<br>","<br>Sam F<br>Probability: 0<br>Year: 1991<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 1993<br>","<br>Sam F<br>Probability: 0<br>Year: 1996<br>","<br>Sam F<br>Probability: 0<br>Year: 1997<br>","<br>Sam F<br>Probability: 0<br>Year: 2000<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2001<br>","<br>Sam F<br>Probability: 0<br>Year: 2004<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2005<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2006<br>","<br>Sam F<br>Probability: 0<br>Year: 2007<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2008<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2009<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2010<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2011<br>","<br>Sam F<br>Probability: 0<br>Year: 2012<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2013<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2014<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2015<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2016<br>","<br>Sam F<br>Probability: 1e-05<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"F<br />Sam","line":{"color":"rgba(102,194,165,1)","dash":"dash"},"marker":{"color":"rgba(102,194,165,1)","line":{"color":"rgba(102,194,165,1)"}},"textfont":{"color":"rgba(102,194,165,1)"},"error_y":{"color":"rgba(102,194,165,1)"},"error_x":{"color":"rgba(102,194,165,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[1880,1881,1882,1883,1884,1885,1886,1887,1888,1889,1890,1891,1892,1893,1894,1895,1896,1897,1898,1899,1900,1901,1902,1903,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[0.00124155,0.00105281,0.00140948,0.00106688,0.00120582,0.00137134,0.00135248,0.00124413,0.00128554,0.00106694,0.00122806,0.00121722,0.00123999,0.0010988,0.00121704,0.00112916,0.00127837,0.00106608,0.0011279,0.00115458,0.00118421,0.00119382,0.00116008,0.00106707,0.00122015,0.00115891,0.00122162,0.00117286,0.00119614,0.00128345,0.00122769,0.00111021,0.00106765,0.00112635,0.00115465,0.00114423,0.00118494,0.00112683,0.00115098,0.00106566,0.00097201,0.00089899,0.00089046,0.00082927,0.00083742,0.00078336,0.00070187,0.0007643,0.00070103,0.00069885,0.00067203,0.00068065,0.0006367,0.00059215,0.00058677,0.00054237,0.00052905,0.0005167,0.00053067,0.00052596,0.00052191,0.0005109,0.00048293,0.00045314,0.00044637,0.00046599,0.00042782,0.00042802,0.00042916,0.00040459,0.0004134,0.00036196,0.00035508,0.00035628,0.00035921,0.00034121,0.00037723,0.00041098,0.00047236,0.00053733,0.00056702,0.00056495,0.00060465,0.00063239,0.00061214,0.00065797,0.00056383,0.00063491,0.00065482,0.00066394,0.00073624,0.00075342,0.0007076,0.00077437,0.00085115,0.00081884,0.00083332,0.00094452,0.00086244,0.00092252,0.00090673,0.00100568,0.00104074,0.00115653,0.00161281,0.00202825,0.00265909,0.00309879,0.00319987,0.00312009,0.00322756,0.00314837,0.00350135,0.00369838,0.0035526,0.00369121,0.00344968,0.00343207,0.00342898,0.00334879,0.00323179,0.00319915,0.00329504,0.00323421,0.00322414,0.00304887,0.0030445,0.00283317,0.00247653,0.00243894,0.00215874,0.0019866,0.00190385,0.0017573,0.00155353,0.00152036,0.00140649,0.0013131],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Alex M<br>Probability: 0.00124<br>Year: 1880<br>","<br>Alex M<br>Probability: 0.00105<br>Year: 1881<br>","<br>Alex M<br>Probability: 0.00141<br>Year: 1882<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1883<br>","<br>Alex M<br>Probability: 0.00121<br>Year: 1884<br>","<br>Alex M<br>Probability: 0.00137<br>Year: 1885<br>","<br>Alex M<br>Probability: 0.00135<br>Year: 1886<br>","<br>Alex M<br>Probability: 0.00124<br>Year: 1887<br>","<br>Alex M<br>Probability: 0.00129<br>Year: 1888<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1889<br>","<br>Alex M<br>Probability: 0.00123<br>Year: 1890<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1891<br>","<br>Alex M<br>Probability: 0.00124<br>Year: 1892<br>","<br>Alex M<br>Probability: 0.0011<br>Year: 1893<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1894<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1895<br>","<br>Alex M<br>Probability: 0.00128<br>Year: 1896<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1897<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1898<br>","<br>Alex M<br>Probability: 0.00115<br>Year: 1899<br>","<br>Alex M<br>Probability: 0.00118<br>Year: 1900<br>","<br>Alex M<br>Probability: 0.00119<br>Year: 1901<br>","<br>Alex M<br>Probability: 0.00116<br>Year: 1902<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1903<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1904<br>","<br>Alex M<br>Probability: 0.00116<br>Year: 1905<br>","<br>Alex M<br>Probability: 0.00122<br>Year: 1906<br>","<br>Alex M<br>Probability: 0.00117<br>Year: 1907<br>","<br>Alex M<br>Probability: 0.0012<br>Year: 1908<br>","<br>Alex M<br>Probability: 0.00128<br>Year: 1909<br>","<br>Alex M<br>Probability: 0.00123<br>Year: 1910<br>","<br>Alex M<br>Probability: 0.00111<br>Year: 1911<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1912<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1913<br>","<br>Alex M<br>Probability: 0.00115<br>Year: 1914<br>","<br>Alex M<br>Probability: 0.00114<br>Year: 1915<br>","<br>Alex M<br>Probability: 0.00118<br>Year: 1916<br>","<br>Alex M<br>Probability: 0.00113<br>Year: 1917<br>","<br>Alex M<br>Probability: 0.00115<br>Year: 1918<br>","<br>Alex M<br>Probability: 0.00107<br>Year: 1919<br>","<br>Alex M<br>Probability: 0.00097<br>Year: 1920<br>","<br>Alex M<br>Probability: 9e-04<br>Year: 1921<br>","<br>Alex M<br>Probability: 0.00089<br>Year: 1922<br>","<br>Alex M<br>Probability: 0.00083<br>Year: 1923<br>","<br>Alex M<br>Probability: 0.00084<br>Year: 1924<br>","<br>Alex M<br>Probability: 0.00078<br>Year: 1925<br>","<br>Alex M<br>Probability: 7e-04<br>Year: 1926<br>","<br>Alex M<br>Probability: 0.00076<br>Year: 1927<br>","<br>Alex M<br>Probability: 7e-04<br>Year: 1928<br>","<br>Alex M<br>Probability: 7e-04<br>Year: 1929<br>","<br>Alex M<br>Probability: 0.00067<br>Year: 1930<br>","<br>Alex M<br>Probability: 0.00068<br>Year: 1931<br>","<br>Alex M<br>Probability: 0.00064<br>Year: 1932<br>","<br>Alex M<br>Probability: 0.00059<br>Year: 1933<br>","<br>Alex M<br>Probability: 0.00059<br>Year: 1934<br>","<br>Alex M<br>Probability: 0.00054<br>Year: 1935<br>","<br>Alex M<br>Probability: 0.00053<br>Year: 1936<br>","<br>Alex M<br>Probability: 0.00052<br>Year: 1937<br>","<br>Alex M<br>Probability: 0.00053<br>Year: 1938<br>","<br>Alex M<br>Probability: 0.00053<br>Year: 1939<br>","<br>Alex M<br>Probability: 0.00052<br>Year: 1940<br>","<br>Alex M<br>Probability: 0.00051<br>Year: 1941<br>","<br>Alex M<br>Probability: 0.00048<br>Year: 1942<br>","<br>Alex M<br>Probability: 0.00045<br>Year: 1943<br>","<br>Alex M<br>Probability: 0.00045<br>Year: 1944<br>","<br>Alex M<br>Probability: 0.00047<br>Year: 1945<br>","<br>Alex M<br>Probability: 0.00043<br>Year: 1946<br>","<br>Alex M<br>Probability: 0.00043<br>Year: 1947<br>","<br>Alex M<br>Probability: 0.00043<br>Year: 1948<br>","<br>Alex M<br>Probability: 4e-04<br>Year: 1949<br>","<br>Alex M<br>Probability: 0.00041<br>Year: 1950<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1951<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1952<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1953<br>","<br>Alex M<br>Probability: 0.00036<br>Year: 1954<br>","<br>Alex M<br>Probability: 0.00034<br>Year: 1955<br>","<br>Alex M<br>Probability: 0.00038<br>Year: 1956<br>","<br>Alex M<br>Probability: 0.00041<br>Year: 1957<br>","<br>Alex M<br>Probability: 0.00047<br>Year: 1958<br>","<br>Alex M<br>Probability: 0.00054<br>Year: 1959<br>","<br>Alex M<br>Probability: 0.00057<br>Year: 1960<br>","<br>Alex M<br>Probability: 0.00056<br>Year: 1961<br>","<br>Alex M<br>Probability: 6e-04<br>Year: 1962<br>","<br>Alex M<br>Probability: 0.00063<br>Year: 1963<br>","<br>Alex M<br>Probability: 0.00061<br>Year: 1964<br>","<br>Alex M<br>Probability: 0.00066<br>Year: 1965<br>","<br>Alex M<br>Probability: 0.00056<br>Year: 1966<br>","<br>Alex M<br>Probability: 0.00063<br>Year: 1967<br>","<br>Alex M<br>Probability: 0.00065<br>Year: 1968<br>","<br>Alex M<br>Probability: 0.00066<br>Year: 1969<br>","<br>Alex M<br>Probability: 0.00074<br>Year: 1970<br>","<br>Alex M<br>Probability: 0.00075<br>Year: 1971<br>","<br>Alex M<br>Probability: 0.00071<br>Year: 1972<br>","<br>Alex M<br>Probability: 0.00077<br>Year: 1973<br>","<br>Alex M<br>Probability: 0.00085<br>Year: 1974<br>","<br>Alex M<br>Probability: 0.00082<br>Year: 1975<br>","<br>Alex M<br>Probability: 0.00083<br>Year: 1976<br>","<br>Alex M<br>Probability: 0.00094<br>Year: 1977<br>","<br>Alex M<br>Probability: 0.00086<br>Year: 1978<br>","<br>Alex M<br>Probability: 0.00092<br>Year: 1979<br>","<br>Alex M<br>Probability: 0.00091<br>Year: 1980<br>","<br>Alex M<br>Probability: 0.00101<br>Year: 1981<br>","<br>Alex M<br>Probability: 0.00104<br>Year: 1982<br>","<br>Alex M<br>Probability: 0.00116<br>Year: 1983<br>","<br>Alex M<br>Probability: 0.00161<br>Year: 1984<br>","<br>Alex M<br>Probability: 0.00203<br>Year: 1985<br>","<br>Alex M<br>Probability: 0.00266<br>Year: 1986<br>","<br>Alex M<br>Probability: 0.0031<br>Year: 1987<br>","<br>Alex M<br>Probability: 0.0032<br>Year: 1988<br>","<br>Alex M<br>Probability: 0.00312<br>Year: 1989<br>","<br>Alex M<br>Probability: 0.00323<br>Year: 1990<br>","<br>Alex M<br>Probability: 0.00315<br>Year: 1991<br>","<br>Alex M<br>Probability: 0.0035<br>Year: 1992<br>","<br>Alex M<br>Probability: 0.0037<br>Year: 1993<br>","<br>Alex M<br>Probability: 0.00355<br>Year: 1994<br>","<br>Alex M<br>Probability: 0.00369<br>Year: 1995<br>","<br>Alex M<br>Probability: 0.00345<br>Year: 1996<br>","<br>Alex M<br>Probability: 0.00343<br>Year: 1997<br>","<br>Alex M<br>Probability: 0.00343<br>Year: 1998<br>","<br>Alex M<br>Probability: 0.00335<br>Year: 1999<br>","<br>Alex M<br>Probability: 0.00323<br>Year: 2000<br>","<br>Alex M<br>Probability: 0.0032<br>Year: 2001<br>","<br>Alex M<br>Probability: 0.0033<br>Year: 2002<br>","<br>Alex M<br>Probability: 0.00323<br>Year: 2003<br>","<br>Alex M<br>Probability: 0.00322<br>Year: 2004<br>","<br>Alex M<br>Probability: 0.00305<br>Year: 2005<br>","<br>Alex M<br>Probability: 0.00304<br>Year: 2006<br>","<br>Alex M<br>Probability: 0.00283<br>Year: 2007<br>","<br>Alex M<br>Probability: 0.00248<br>Year: 2008<br>","<br>Alex M<br>Probability: 0.00244<br>Year: 2009<br>","<br>Alex M<br>Probability: 0.00216<br>Year: 2010<br>","<br>Alex M<br>Probability: 0.00199<br>Year: 2011<br>","<br>Alex M<br>Probability: 0.0019<br>Year: 2012<br>","<br>Alex M<br>Probability: 0.00176<br>Year: 2013<br>","<br>Alex M<br>Probability: 0.00155<br>Year: 2014<br>","<br>Alex M<br>Probability: 0.00152<br>Year: 2015<br>","<br>Alex M<br>Probability: 0.00141<br>Year: 2016<br>","<br>Alex M<br>Probability: 0.00131<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"M<br />Alex","line":{"color":"rgba(141,160,203,1)","dash":"solid"},"marker":{"color":"rgba(141,160,203,1)","line":{"color":"rgba(141,160,203,1)"}},"textfont":{"color":"rgba(141,160,203,1)"},"error_y":{"color":"rgba(141,160,203,1)"},"error_x":{"color":"rgba(141,160,203,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":[1880,1881,1882,1883,1884,1885,1886,1887,1888,1889,1890,1891,1892,1893,1894,1895,1896,1897,1898,1899,1900,1901,1902,1903,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017],"y":[0.0038598,0.0044421,0.00454802,0.00423198,0.00434258,0.00424339,0.00435984,0.00423554,0.00467261,0.00408294,0.00408518,0.00382556,0.00419161,0.00397386,0.00405947,0.00384546,0.0040133,0.0039199,0.0041104,0.00407143,0.00506374,0.00414378,0.00421092,0.00426828,0.00435354,0.00432846,0.00383144,0.00397889,0.00387094,0.00395778,0.00425856,0.00384432,0.00293494,0.00284757,0.00275125,0.00265512,0.00250526,0.00255909,0.00238873,0.00234799,0.00207391,0.0020792,0.0020884,0.00194732,0.00181427,0.00181772,0.00177302,0.00163962,0.0015414,0.00156202,0.00147775,0.00136317,0.00135345,0.0013245,0.00124513,0.00127456,0.00116147,0.00111113,0.00102086,0.00099015,0.00096626,0.00094927,0.00090905,0.00090971,0.00087331,0.00082988,0.00078838,0.00076236,0.00069507,0.00061215,0.00052499,0.00054137,0.00047614,0.00044022,0.0004211,0.00041874,0.00044298,0.00049007,0.00054667,0.00059827,0.00055917,0.00055381,0.00050808,0.00049245,0.00047156,0.0004084,0.00037296,0.00034274,0.00031812,0.00031913,0.00031433,0.00029752,0.00029677,0.0002955,0.00026798,0.00025816,0.00024308,0.0002082,0.0002434,0.0002104,0.00019784,0.00020565,0.00019818,0.0001932,0.00019401,0.00018089,0.00019782,0.00024673,0.00023934,0.00024004,0.00027148,0.00027841,0.00027351,0.00027216,0.00027135,0.00028294,0.00026306,0.00024232,0.00024172,0.00024383,0.00024624,0.00026748,0.00027015,0.00027523,0.00028075,0.00026152,0.00026702,0.00027649,0.00027726,0.00027372,0.00026802,0.00026866,0.00025125,0.00023603,0.00025436,0.0002556,0.0002359,0.00026384],"dynamicTicks":true,"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["<br>Sam M<br>Probability: 0.00386<br>Year: 1880<br>","<br>Sam M<br>Probability: 0.00444<br>Year: 1881<br>","<br>Sam M<br>Probability: 0.00455<br>Year: 1882<br>","<br>Sam M<br>Probability: 0.00423<br>Year: 1883<br>","<br>Sam M<br>Probability: 0.00434<br>Year: 1884<br>","<br>Sam M<br>Probability: 0.00424<br>Year: 1885<br>","<br>Sam M<br>Probability: 0.00436<br>Year: 1886<br>","<br>Sam M<br>Probability: 0.00424<br>Year: 1887<br>","<br>Sam M<br>Probability: 0.00467<br>Year: 1888<br>","<br>Sam M<br>Probability: 0.00408<br>Year: 1889<br>","<br>Sam M<br>Probability: 0.00409<br>Year: 1890<br>","<br>Sam M<br>Probability: 0.00383<br>Year: 1891<br>","<br>Sam M<br>Probability: 0.00419<br>Year: 1892<br>","<br>Sam M<br>Probability: 0.00397<br>Year: 1893<br>","<br>Sam M<br>Probability: 0.00406<br>Year: 1894<br>","<br>Sam M<br>Probability: 0.00385<br>Year: 1895<br>","<br>Sam M<br>Probability: 0.00401<br>Year: 1896<br>","<br>Sam M<br>Probability: 0.00392<br>Year: 1897<br>","<br>Sam M<br>Probability: 0.00411<br>Year: 1898<br>","<br>Sam M<br>Probability: 0.00407<br>Year: 1899<br>","<br>Sam M<br>Probability: 0.00506<br>Year: 1900<br>","<br>Sam M<br>Probability: 0.00414<br>Year: 1901<br>","<br>Sam M<br>Probability: 0.00421<br>Year: 1902<br>","<br>Sam M<br>Probability: 0.00427<br>Year: 1903<br>","<br>Sam M<br>Probability: 0.00435<br>Year: 1904<br>","<br>Sam M<br>Probability: 0.00433<br>Year: 1905<br>","<br>Sam M<br>Probability: 0.00383<br>Year: 1906<br>","<br>Sam M<br>Probability: 0.00398<br>Year: 1907<br>","<br>Sam M<br>Probability: 0.00387<br>Year: 1908<br>","<br>Sam M<br>Probability: 0.00396<br>Year: 1909<br>","<br>Sam M<br>Probability: 0.00426<br>Year: 1910<br>","<br>Sam M<br>Probability: 0.00384<br>Year: 1911<br>","<br>Sam M<br>Probability: 0.00293<br>Year: 1912<br>","<br>Sam M<br>Probability: 0.00285<br>Year: 1913<br>","<br>Sam M<br>Probability: 0.00275<br>Year: 1914<br>","<br>Sam M<br>Probability: 0.00266<br>Year: 1915<br>","<br>Sam M<br>Probability: 0.00251<br>Year: 1916<br>","<br>Sam M<br>Probability: 0.00256<br>Year: 1917<br>","<br>Sam M<br>Probability: 0.00239<br>Year: 1918<br>","<br>Sam M<br>Probability: 0.00235<br>Year: 1919<br>","<br>Sam M<br>Probability: 0.00207<br>Year: 1920<br>","<br>Sam M<br>Probability: 0.00208<br>Year: 1921<br>","<br>Sam M<br>Probability: 0.00209<br>Year: 1922<br>","<br>Sam M<br>Probability: 0.00195<br>Year: 1923<br>","<br>Sam M<br>Probability: 0.00181<br>Year: 1924<br>","<br>Sam M<br>Probability: 0.00182<br>Year: 1925<br>","<br>Sam M<br>Probability: 0.00177<br>Year: 1926<br>","<br>Sam M<br>Probability: 0.00164<br>Year: 1927<br>","<br>Sam M<br>Probability: 0.00154<br>Year: 1928<br>","<br>Sam M<br>Probability: 0.00156<br>Year: 1929<br>","<br>Sam M<br>Probability: 0.00148<br>Year: 1930<br>","<br>Sam M<br>Probability: 0.00136<br>Year: 1931<br>","<br>Sam M<br>Probability: 0.00135<br>Year: 1932<br>","<br>Sam M<br>Probability: 0.00132<br>Year: 1933<br>","<br>Sam M<br>Probability: 0.00125<br>Year: 1934<br>","<br>Sam M<br>Probability: 0.00127<br>Year: 1935<br>","<br>Sam M<br>Probability: 0.00116<br>Year: 1936<br>","<br>Sam M<br>Probability: 0.00111<br>Year: 1937<br>","<br>Sam M<br>Probability: 0.00102<br>Year: 1938<br>","<br>Sam M<br>Probability: 0.00099<br>Year: 1939<br>","<br>Sam M<br>Probability: 0.00097<br>Year: 1940<br>","<br>Sam M<br>Probability: 0.00095<br>Year: 1941<br>","<br>Sam M<br>Probability: 0.00091<br>Year: 1942<br>","<br>Sam M<br>Probability: 0.00091<br>Year: 1943<br>","<br>Sam M<br>Probability: 0.00087<br>Year: 1944<br>","<br>Sam M<br>Probability: 0.00083<br>Year: 1945<br>","<br>Sam M<br>Probability: 0.00079<br>Year: 1946<br>","<br>Sam M<br>Probability: 0.00076<br>Year: 1947<br>","<br>Sam M<br>Probability: 7e-04<br>Year: 1948<br>","<br>Sam M<br>Probability: 0.00061<br>Year: 1949<br>","<br>Sam M<br>Probability: 0.00052<br>Year: 1950<br>","<br>Sam M<br>Probability: 0.00054<br>Year: 1951<br>","<br>Sam M<br>Probability: 0.00048<br>Year: 1952<br>","<br>Sam M<br>Probability: 0.00044<br>Year: 1953<br>","<br>Sam M<br>Probability: 0.00042<br>Year: 1954<br>","<br>Sam M<br>Probability: 0.00042<br>Year: 1955<br>","<br>Sam M<br>Probability: 0.00044<br>Year: 1956<br>","<br>Sam M<br>Probability: 0.00049<br>Year: 1957<br>","<br>Sam M<br>Probability: 0.00055<br>Year: 1958<br>","<br>Sam M<br>Probability: 6e-04<br>Year: 1959<br>","<br>Sam M<br>Probability: 0.00056<br>Year: 1960<br>","<br>Sam M<br>Probability: 0.00055<br>Year: 1961<br>","<br>Sam M<br>Probability: 0.00051<br>Year: 1962<br>","<br>Sam M<br>Probability: 0.00049<br>Year: 1963<br>","<br>Sam M<br>Probability: 0.00047<br>Year: 1964<br>","<br>Sam M<br>Probability: 0.00041<br>Year: 1965<br>","<br>Sam M<br>Probability: 0.00037<br>Year: 1966<br>","<br>Sam M<br>Probability: 0.00034<br>Year: 1967<br>","<br>Sam M<br>Probability: 0.00032<br>Year: 1968<br>","<br>Sam M<br>Probability: 0.00032<br>Year: 1969<br>","<br>Sam M<br>Probability: 0.00031<br>Year: 1970<br>","<br>Sam M<br>Probability: 3e-04<br>Year: 1971<br>","<br>Sam M<br>Probability: 3e-04<br>Year: 1972<br>","<br>Sam M<br>Probability: 3e-04<br>Year: 1973<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1974<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 1975<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1976<br>","<br>Sam M<br>Probability: 0.00021<br>Year: 1977<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1978<br>","<br>Sam M<br>Probability: 0.00021<br>Year: 1979<br>","<br>Sam M<br>Probability: 2e-04<br>Year: 1980<br>","<br>Sam M<br>Probability: 0.00021<br>Year: 1981<br>","<br>Sam M<br>Probability: 2e-04<br>Year: 1982<br>","<br>Sam M<br>Probability: 0.00019<br>Year: 1983<br>","<br>Sam M<br>Probability: 0.00019<br>Year: 1984<br>","<br>Sam M<br>Probability: 0.00018<br>Year: 1985<br>","<br>Sam M<br>Probability: 2e-04<br>Year: 1986<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 1987<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1988<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1989<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1990<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 1991<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1992<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1993<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 1994<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 1995<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 1996<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1997<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1998<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 1999<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 2000<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2001<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2002<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2003<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2004<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 2005<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2006<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2007<br>","<br>Sam M<br>Probability: 0.00028<br>Year: 2008<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2009<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2010<br>","<br>Sam M<br>Probability: 0.00027<br>Year: 2011<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 2012<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 2013<br>","<br>Sam M<br>Probability: 0.00025<br>Year: 2014<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 2015<br>","<br>Sam M<br>Probability: 0.00024<br>Year: 2016<br>","<br>Sam M<br>Probability: 0.00026<br>Year: 2017<br>"],"type":"scatter","mode":"lines","name":"M<br />Sam","line":{"color":"rgba(141,160,203,1)","dash":"dash"},"marker":{"color":"rgba(141,160,203,1)","line":{"color":"rgba(141,160,203,1)"}},"textfont":{"color":"rgba(141,160,203,1)"},"error_y":{"color":"rgba(141,160,203,1)"},"error_x":{"color":"rgba(141,160,203,1)"},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1},"debounce":0},"shinyEvents":["plotly_hover","plotly_click","plotly_selected","plotly_relayout","plotly_brushed","plotly_brushing","plotly_clickannotation","plotly_doubleclick","plotly_deselect","plotly_afterplot","plotly_sunburstclick"],"base_url":"https://plot.ly"},"evals":[],"jsHooks":[]}</script> >>>>>>> 60621964d770a615c5f9520303ecc59c96188a6b ]] </details> --- # Grammar of Graphics .font170[ - Key Terms + **Trace**: the data + **Trace Type**: ex. histogram, pie, scatter, etc. + **Attribute**: the style - Call plotly with **plot_ly** and map variables - Chain traces with pipes **%>%** - Always pass variables with a tilde **~** - You will oftentimes need to pass parameters in **lists**!] --- class: hide-logo, inverse, center, middle # **What else can plotly do?** --- # Subplots <details> <summary> Code </summary> .details[ ```r > library(plotly) > > # read in Walmart data > df <- read.csv("https://raw.githubusercontent.com/plotly/datasets/master/1962_2006_walmart_store_openings.csv") > > # first plot - bar chart > total <- plyr::count(df$YEAR) > fit <- fitted(loess(total$freq ~ total$x)) > fig1 <- plot_ly(data = total, x = ~x, y = ~freq, type = "bar", showlegend=FALSE, + marker=list(color = ~x, showscale=FALSE)) %>% + add_lines(y = fit, showlegend=FALSE, color = 'black') %>% + layout(showlegend=FALSE, xaxis = list(side = "right", showgrid = FALSE), + yaxis = list(showgrid=FALSE), paper_bgcolor = 'rgba(0,0,0,0)', plot_bgcolor = 'rgba(0,0,0,0)') > > # second plot - scattergeo map > g <- list( + scope = 'usa', + projection = list(type = 'albers usa'), + showlakes = FALSE, + showocean = TRUE, + oceancolor = 'rgba(0,0,0,0)') > > fig2 <- plot_geo(df, lat = ~LAT, lon = ~LON) %>% + add_markers(text = ~OPENDATE, showlegend=FALSE, marker=list(color = ~YEAR, showscale=FALSE), hoverinfo = "text") %>% + layout(geo = g, showlegend=FALSE, paper_bgcolor = 'rgba(0,0,0,0)', plot_bgcolor = 'rgba(0,0,0,0)', width = 800) > > # subplot *> fig <- subplot(fig1, fig2, nrows = 2) %>% + layout(title = "Walmart Store Openings by Year", + xaxis = list(domain=list(x=c(0,0.5),y=c(0,0.5))), + scene = list(domain=list(x=c(0.5,1),y=c(0,0.5))), + xaxis2 = list(domain=list(x=c(0.5,1),y=c(0.5,1))), + showlegend=FALSE,showlegend2=FALSE, paper_bgcolor = 'rgba(0,0,0,0)', + plot_bgcolor = 'rgba(0,0,0,0)', width = 800) ``` ] </details> <details> <summary> Plot </summary> <<<<<<< HEAD <div id="htmlwidget-b27c7db0ce1786a5c558" style="width:800px;height:504px;" class="plotly html-widget"></div> <script type="application/json" 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Country: Albania <\/br> GDP per capita: 5937 <\/br> Life Expectancy: 76.423 <\/br> Population: 4 Mio","<\/br> Country: Austria <\/br> GDP per capita: 36126 <\/br> Life Expectancy: 79.829 <\/br> Population: 8 Mio","<\/br> Country: Belgium <\/br> GDP per capita: 33693 <\/br> Life Expectancy: 79.441 <\/br> Population: 10 Mio","<\/br> Country: Bosnia and Herzegovina <\/br> GDP per capita: 7446 <\/br> Life Expectancy: 74.852 <\/br> Population: 5 Mio","<\/br> Country: Bulgaria <\/br> GDP per capita: 10681 <\/br> Life Expectancy: 73.005 <\/br> Population: 7 Mio","<\/br> Country: Croatia <\/br> GDP per capita: 14619 <\/br> Life Expectancy: 75.748 <\/br> Population: 4 Mio","<\/br> Country: Czech Republic <\/br> GDP per capita: 22833 <\/br> Life Expectancy: 76.486 <\/br> Population: 10 Mio","<\/br> Country: Denmark <\/br> GDP per capita: 35278 <\/br> Life Expectancy: 78.332 <\/br> Population: 5 Mio","<\/br> Country: Finland <\/br> GDP per capita: 33207 <\/br> Life Expectancy: 79.313 <\/br> Population: 5 Mio","<\/br> Country: France <\/br> GDP per capita: 30470 <\/br> Life Expectancy: 80.657 <\/br> Population: 61 Mio","<\/br> Country: Germany <\/br> GDP per capita: 32170 <\/br> Life Expectancy: 79.406 <\/br> Population: 82 Mio","<\/br> Country: Greece <\/br> GDP per capita: 27538 <\/br> Life Expectancy: 79.483 <\/br> Population: 11 Mio","<\/br> Country: Hungary <\/br> GDP per capita: 18009 <\/br> Life Expectancy: 73.338 <\/br> Population: 10 Mio","<\/br> Country: Iceland <\/br> GDP per capita: 36181 <\/br> Life Expectancy: 81.757 <\/br> Population: 0 Mio","<\/br> Country: Ireland <\/br> GDP per capita: 40676 <\/br> Life Expectancy: 78.885 <\/br> Population: 4 Mio","<\/br> Country: Italy <\/br> GDP per capita: 28570 <\/br> Life Expectancy: 80.546 <\/br> Population: 58 Mio","<\/br> Country: Montenegro <\/br> GDP per capita: 9254 <\/br> Life Expectancy: 74.543 <\/br> Population: 1 Mio","<\/br> Country: Netherlands <\/br> GDP per capita: 36798 <\/br> Life Expectancy: 79.762 <\/br> Population: 17 Mio","<\/br> Country: Norway <\/br> GDP per capita: 49357 <\/br> Life Expectancy: 80.196 <\/br> Population: 5 Mio","<\/br> Country: Poland <\/br> GDP per capita: 15390 <\/br> Life Expectancy: 75.563 <\/br> Population: 39 Mio","<\/br> Country: Portugal <\/br> GDP per capita: 20510 <\/br> Life Expectancy: 78.098 <\/br> Population: 11 Mio","<\/br> Country: Romania <\/br> GDP per capita: 10808 <\/br> Life Expectancy: 72.476 <\/br> Population: 22 Mio","<\/br> Country: Serbia <\/br> GDP per capita: 9787 <\/br> Life Expectancy: 74.002 <\/br> Population: 10 Mio","<\/br> Country: Slovak Republic <\/br> GDP per capita: 18678 <\/br> Life Expectancy: 74.663 <\/br> Population: 5 Mio","<\/br> Country: Slovenia <\/br> GDP per capita: 25768 <\/br> Life Expectancy: 77.926 <\/br> Population: 2 Mio","<\/br> Country: Spain <\/br> GDP per capita: 28821 <\/br> Life Expectancy: 80.941 <\/br> Population: 40 Mio","<\/br> Country: Sweden <\/br> GDP per capita: 33860 <\/br> Life Expectancy: 80.884 <\/br> Population: 9 Mio","<\/br> Country: Switzerland <\/br> GDP per capita: 37506 <\/br> Life Expectancy: 81.701 <\/br> Population: 8 Mio","<\/br> Country: Turkey <\/br> GDP per capita: 8458 <\/br> Life Expectancy: 71.777 <\/br> Population: 71 Mio","<\/br> Country: United Kingdom <\/br> GDP per capita: 33203 <\/br> Life Expectancy: 79.425 <\/br> Population: 61 Mio"],"type":"scatter","mode":"markers","frame":"2007","ids":["Albania","Austria","Belgium","Bosnia and Herzegovina","Bulgaria","Croatia","Czech Republic","Denmark","Finland","France","Germany","Greece","Hungary","Iceland","Ireland","Italy","Montenegro","Netherlands","Norway","Poland","Portugal","Romania","Serbia","Slovak Republic","Slovenia","Spain","Sweden","Switzerland","Turkey","United 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Country: Australia <\/br> GDP per capita: 34435 <\/br> Life Expectancy: 81.235 <\/br> Population: 20 Mio","<\/br> Country: New Zealand <\/br> GDP per capita: 25185 <\/br> Life Expectancy: 80.204 <\/br> Population: 4 Mio"],"type":"scatter","mode":"markers","frame":"2007","ids":["Australia","New Zealand"],"marker":{"color":"rgba(166,216,84,1)","size":[11.3905981708185,10.276817844426],"sizemode":"diameter","line":{"color":"rgba(166,216,84,1)"}},"name":"Oceania","textfont":{"color":"rgba(166,216,84,1)","size":[11.3905981708185,10.276817844426]},"error_y":{"color":"rgba(166,216,84,1)","width":[]},"error_x":{"color":"rgba(166,216,84,1)","width":[]},"line":{"color":"rgba(166,216,84,1)"},"xaxis":"x","yaxis":"y","visible":true}],"traces":[0,1,2,3,4,5]}],"shinyEvents":["plotly_hover","plotly_click","plotly_selected","plotly_relayout","plotly_brushed","plotly_brushing","plotly_clickannotation","plotly_doubleclick","plotly_deselect","plotly_afterplot","plotly_sunburstclick"],"base_url":"https://plot.ly"},"evals":[],"jsHooks":[]}</script> >>>>>>> 60621964d770a615c5f9520303ecc59c96188a6b ] </details> --- # Linked Plots <details> <summary> Code </summary> .details[.code70[ ```r *> library(crosstalk) > library(openintro) # dataset > library(plotly) > *> shared_data <- SharedData$new(cia_factbook, *+ key = ~country) > # This creates a shared dataframe for both plots > > p1 <- shared_data %>% # First Subplot + plot_ly(x = ~population, # X-axis vector + y = ~internet_users, # Y-axis vector + hoverinfo = "text", + text = ~paste0("</br> ", country, + "</br> Population: ", round(population/1000, 0), "k", + "</br> Internet Users: ", round(internet_users/1000, 0), "k" + ) + ) %>% # Editing the hover info + add_markers() %>% + layout(xaxis = list(type = "log", title = "Population"), + yaxis = list(type = "log", title = "Internet Users"), # Plot Labels, Axis scaling + paper_bgcolor = 'rgba(0,0,0,0)', + plot_bgcolor = 'rgba(0,0,0,0)') > > p2 <- shared_data %>% # Second Subplot + plot_ly(x = ~population_growth_rate, + y = ~net_migration_rate, + hoverinfo = "text", + text = ~paste0("</br> ", country, + "</br> Population Growth: ", population_growth_rate, + "</br> Net Migration: ", net_migration_rate)) %>% + layout(xaxis = list(type = "log", title = "Population Growth Rate"), + yaxis = list(type = "log", title = "Net Migration Rate"), + paper_bgcolor = 'rgba(0,0,0,0)', + plot_bgcolor = 'rgba(0,0,0,0)') > *> subplot(p1, p2, titleX = TRUE, titleY = TRUE) %>% + hide_legend() %>% + layout(title = "Linked Graphs in plotly", + width = 800) %>% *+ highlight(on = "plotly_selected") -> linked_plot ``` ]] </details> <details> <summary> Plot </summary> .details[ <<<<<<< HEAD <div id="htmlwidget-d86cec0d41a7b77a77af" style="width:504px;height:504px;" class="plotly html-widget"></div> <script type="application/json" 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Russia<\/br> Population: 142470k<\/br> Internet Users: 40853k","<\/br> Canada<\/br> Population: 34835k<\/br> Internet Users: 26960k","<\/br> United States<\/br> Population: 318892k<\/br> Internet Users: 245000k","<\/br> China<\/br> Population: 1355693k<\/br> Internet Users: 389000k","<\/br> Brazil<\/br> Population: 202657k<\/br> Internet Users: 75982k","<\/br> Australia<\/br> Population: 22508k<\/br> Internet Users: 15810k","<\/br> India<\/br> Population: 1236345k<\/br> Internet Users: 61338k","<\/br> Argentina<\/br> Population: 43024k<\/br> Internet Users: 13694k","<\/br> Kazakhstan<\/br> Population: 17949k<\/br> Internet Users: 5299k","<\/br> Congo, Democratic Republic of the<\/br> Population: 77434k<\/br> Internet Users: 290k","<\/br> Greenland<\/br> Population: 58k<\/br> Internet Users: 36k","<\/br> Saudi Arabia<\/br> Population: 27346k<\/br> Internet Users: 9774k","<\/br> Mexico<\/br> Population: 120287k<\/br> Internet Users: 31020k","<\/br> Indonesia<\/br> Population: 253610k<\/br> Internet Users: 20000k","<\/br> Sudan<\/br> Population: 35482k<\/br> Internet Users: 4200k","<\/br> Libya<\/br> Population: 6244k<\/br> Internet Users: 354k","<\/br> Iran<\/br> Population: 80841k<\/br> Internet Users: 8214k","<\/br> Mongolia<\/br> Population: 2953k<\/br> Internet Users: 330k","<\/br> Peru<\/br> Population: 30148k<\/br> Internet Users: 9158k","<\/br> Chad<\/br> Population: 11412k<\/br> Internet Users: 168k","<\/br> Niger<\/br> Population: 17466k<\/br> Internet Users: 116k","<\/br> Mali<\/br> Population: 16456k<\/br> Internet Users: 250k","<\/br> South Africa<\/br> Population: 48376k<\/br> Internet Users: 4420k","<\/br> Colombia<\/br> Population: 46245k<\/br> Internet Users: 22538k","<\/br> Ethiopia<\/br> Population: 96633k<\/br> Internet Users: 447k","<\/br> Bolivia<\/br> Population: 10631k<\/br> Internet Users: 1103k","<\/br> Mauritania<\/br> Population: 3517k<\/br> Internet Users: 75k","<\/br> Egypt<\/br> Population: 86895k<\/br> Internet Users: 20136k","<\/br> Tanzania<\/br> Population: 49639k<\/br> Internet Users: 678k","<\/br> Venezuela<\/br> Population: 28868k<\/br> Internet Users: 8918k","<\/br> Namibia<\/br> Population: 2198k<\/br> Internet Users: 128k","<\/br> Mozambique<\/br> Population: 24692k<\/br> Internet Users: 614k","<\/br> Pakistan<\/br> Population: 196174k<\/br> Internet Users: 20431k","<\/br> Turkey<\/br> Population: 81619k<\/br> Internet Users: 27233k","<\/br> Chile<\/br> Population: 17364k<\/br> Internet Users: 7009k","<\/br> Zambia<\/br> Population: 14639k<\/br> Internet Users: 816k","<\/br> Burma<\/br> Population: 55746k<\/br> Internet Users: 110k","<\/br> Afghanistan<\/br> Population: 31823k<\/br> Internet Users: 1000k","<\/br> France<\/br> Population: 66259k<\/br> Internet Users: 45262k","<\/br> Somalia<\/br> Population: 10428k<\/br> Internet Users: 106k","<\/br> Central African Republic<\/br> Population: 5278k<\/br> Internet Users: 23k","<\/br> Ukraine<\/br> Population: 44291k<\/br> Internet Users: 7770k","<\/br> Madagascar<\/br> Population: 23202k<\/br> Internet Users: 320k","<\/br> Botswana<\/br> Population: 2156k<\/br> Internet Users: 120k","<\/br> Kenya<\/br> Population: 45010k<\/br> Internet Users: 3996k","<\/br> Yemen<\/br> Population: 26053k<\/br> Internet Users: 2349k","<\/br> Thailand<\/br> Population: 67741k<\/br> Internet Users: 17483k","<\/br> Spain<\/br> Population: 47738k<\/br> Internet Users: 28119k","<\/br> Turkmenistan<\/br> Population: 5172k<\/br> Internet Users: 80k","<\/br> Cameroon<\/br> Population: 23131k<\/br> Internet Users: 750k","<\/br> Papua New Guinea<\/br> Population: 6553k<\/br> Internet Users: 125k","<\/br> Sweden<\/br> Population: 9724k<\/br> Internet Users: 8398k","<\/br> Uzbekistan<\/br> Population: 28930k<\/br> Internet Users: 4689k","<\/br> Morocco<\/br> Population: 32987k<\/br> Internet Users: 13213k","<\/br> Iraq<\/br> Population: 32586k<\/br> Internet Users: 326k","<\/br> Paraguay<\/br> Population: 6704k<\/br> Internet Users: 1105k","<\/br> Zimbabwe<\/br> Population: 13772k<\/br> Internet Users: 1423k","<\/br> Japan<\/br> Population: 127103k<\/br> Internet Users: 99182k","<\/br> Germany<\/br> Population: 80997k<\/br> Internet Users: 65125k","<\/br> Congo, Republic of the<\/br> Population: 4662k<\/br> Internet Users: 245k","<\/br> Finland<\/br> Population: 5269k<\/br> Internet Users: 4393k","<\/br> Vietnam<\/br> Population: 93422k<\/br> Internet Users: 23382k","<\/br> Malaysia<\/br> Population: 30073k<\/br> Internet Users: 15355k","<\/br> Norway<\/br> Population: 5148k<\/br> Internet Users: 4431k","<\/br> Cote d'Ivoire<\/br> Population: 22849k<\/br> Internet Users: 967k","<\/br> Poland<\/br> Population: 38346k<\/br> Internet Users: 22452k","<\/br> Oman<\/br> Population: 3220k<\/br> Internet Users: 1465k","<\/br> Italy<\/br> Population: 61680k<\/br> Internet Users: 29235k","<\/br> Philippines<\/br> Population: 107668k<\/br> Internet Users: 8278k","<\/br> Ecuador<\/br> Population: 15654k<\/br> Internet Users: 3352k","<\/br> Burkina Faso<\/br> Population: 18365k<\/br> Internet Users: 178k","<\/br> New Zealand<\/br> Population: 4402k<\/br> Internet Users: 3400k","<\/br> Gabon<\/br> Population: 1673k<\/br> Internet Users: 99k","<\/br> Guinea<\/br> Population: 11474k<\/br> Internet Users: 95k","<\/br> United Kingdom<\/br> Population: 63743k<\/br> Internet Users: 51444k","<\/br> Uganda<\/br> Population: 35919k<\/br> Internet Users: 3200k","<\/br> Ghana<\/br> Population: 25758k<\/br> Internet Users: 1297k","<\/br> Romania<\/br> Population: 21730k<\/br> Internet Users: 7787k","<\/br> Laos<\/br> Population: 6804k<\/br> Internet Users: 300k","<\/br> Guyana<\/br> Population: 736k<\/br> Internet Users: 190k","<\/br> Belarus<\/br> Population: 9608k<\/br> Internet Users: 2643k","<\/br> Kyrgyzstan<\/br> Population: 5604k<\/br> Internet Users: 2195k","<\/br> Senegal<\/br> Population: 13636k<\/br> Internet Users: 1818k","<\/br> Syria<\/br> Population: 17952k<\/br> Internet Users: 4469k","<\/br> Cambodia<\/br> Population: 15458k<\/br> Internet Users: 78k","<\/br> Uruguay<\/br> Population: 3333k<\/br> Internet Users: 1405k","<\/br> Suriname<\/br> Population: 573k<\/br> Internet Users: 163k","<\/br> Tunisia<\/br> Population: 10938k<\/br> Internet Users: 3500k","<\/br> Nepal<\/br> Population: 30987k<\/br> Internet Users: 578k","<\/br> Bangladesh<\/br> Population: 166281k<\/br> Internet Users: 617k","<\/br> Tajikistan<\/br> Population: 8052k<\/br> Internet Users: 700k","<\/br> Greece<\/br> Population: 10776k<\/br> Internet Users: 4971k","<\/br> Nicaragua<\/br> Population: 5849k<\/br> Internet Users: 200k","<\/br> Malawi<\/br> Population: 17377k<\/br> Internet Users: 716k","<\/br> Eritrea<\/br> Population: 6381k<\/br> Internet Users: 200k","<\/br> Honduras<\/br> Population: 8599k<\/br> Internet Users: 732k","<\/br> Liberia<\/br> Population: 4092k<\/br> Internet Users: 20k","<\/br> Bulgaria<\/br> Population: 6925k<\/br> Internet Users: 3395k","<\/br> Cuba<\/br> Population: 11047k<\/br> Internet Users: 1606k","<\/br> Guatemala<\/br> Population: 14647k<\/br> Internet Users: 2279k","<\/br> Iceland<\/br> Population: 317k<\/br> Internet Users: 302k","<\/br> Korea, South<\/br> Population: 49040k<\/br> Internet Users: 39400k","<\/br> Hungary<\/br> Population: 9919k<\/br> Internet Users: 6176k","<\/br> Portugal<\/br> Population: 10814k<\/br> Internet Users: 5168k","<\/br> Jordan<\/br> Population: 7930k<\/br> Internet Users: 1642k","<\/br> Azerbaijan<\/br> Population: 9686k<\/br> Internet Users: 2420k","<\/br> Austria<\/br> Population: 8223k<\/br> Internet Users: 6143k","<\/br> United Arab Emirates<\/br> Population: 5629k<\/br> Internet Users: 3449k","<\/br> Czech Republic<\/br> Population: 10627k<\/br> Internet Users: 6681k","<\/br> Serbia<\/br> Population: 7210k<\/br> Internet Users: 4107k","<\/br> Panama<\/br> Population: 3608k<\/br> Internet Users: 960k","<\/br> Sierra Leone<\/br> Population: 5744k<\/br> Internet Users: 15k","<\/br> Ireland<\/br> Population: 4833k<\/br> Internet Users: 3042k","<\/br> Georgia<\/br> Population: 4936k<\/br> Internet Users: 1300k","<\/br> Sri Lanka<\/br> Population: 21866k<\/br> Internet Users: 1777k","<\/br> Lithuania<\/br> Population: 3506k<\/br> Internet Users: 1964k","<\/br> Latvia<\/br> Population: 2165k<\/br> Internet Users: 1504k","<\/br> Togo<\/br> Population: 7351k<\/br> Internet Users: 356k","<\/br> Croatia<\/br> Population: 4471k<\/br> Internet Users: 2234k","<\/br> Bosnia and Herzegovina<\/br> Population: 3872k<\/br> Internet Users: 1422k","<\/br> Costa Rica<\/br> Population: 4755k<\/br> Internet Users: 1485k","<\/br> Slovakia<\/br> Population: 5444k<\/br> Internet Users: 4063k","<\/br> Dominican Republic<\/br> Population: 10350k<\/br> Internet Users: 2701k","<\/br> Estonia<\/br> Population: 1258k<\/br> Internet Users: 972k","<\/br> Denmark<\/br> Population: 5569k<\/br> Internet Users: 4750k","<\/br> Netherlands<\/br> Population: 16877k<\/br> Internet Users: 14872k","<\/br> Switzerland<\/br> Population: 8062k<\/br> Internet Users: 6152k","<\/br> Bhutan<\/br> Population: 734k<\/br> Internet Users: 50k","<\/br> Guinea-Bissau<\/br> Population: 1693k<\/br> Internet Users: 37k","<\/br> Taiwan<\/br> Population: 23360k<\/br> Internet Users: 16147k","<\/br> Moldova<\/br> Population: 3583k<\/br> Internet Users: 1333k","<\/br> Belgium<\/br> Population: 10449k<\/br> Internet Users: 8113k","<\/br> Lesotho<\/br> Population: 1942k<\/br> Internet Users: 77k","<\/br> Armenia<\/br> Population: 3061k<\/br> Internet Users: 208k","<\/br> Solomon Islands<\/br> Population: 610k<\/br> Internet Users: 10k","<\/br> Albania<\/br> Population: 3020k<\/br> Internet Users: 1300k","<\/br> Equatorial Guinea<\/br> Population: 722k<\/br> Internet Users: 14k","<\/br> Burundi<\/br> Population: 10396k<\/br> Internet Users: 158k","<\/br> Haiti<\/br> Population: 9997k<\/br> Internet Users: 1000k","<\/br> Rwanda<\/br> Population: 12337k<\/br> Internet Users: 450k","<\/br> Macedonia<\/br> Population: 2092k<\/br> Internet Users: 1057k","<\/br> Djibouti<\/br> Population: 810k<\/br> Internet Users: 26k","<\/br> Belize<\/br> Population: 341k<\/br> Internet Users: 36k","<\/br> El Salvador<\/br> Population: 6126k<\/br> Internet Users: 746k","<\/br> Israel<\/br> Population: 7822k<\/br> Internet Users: 4525k","<\/br> Slovenia<\/br> Population: 1988k<\/br> Internet Users: 1298k","<\/br> New Caledonia<\/br> Population: 268k<\/br> Internet Users: 85k","<\/br> Fiji<\/br> Population: 903k<\/br> Internet Users: 114k","<\/br> Kuwait<\/br> Population: 2743k<\/br> Internet Users: 1100k","<\/br> Swaziland<\/br> Population: 1420k<\/br> Internet Users: 90k","<\/br> Timor-Leste<\/br> Population: 1202k<\/br> Internet Users: 2k","<\/br> Bahamas, The<\/br> Population: 322k<\/br> Internet Users: 116k","<\/br> Montenegro<\/br> Population: 650k<\/br> Internet Users: 280k","<\/br> Puerto Rico<\/br> Population: 3621k<\/br> Internet Users: 1000k","<\/br> Vanuatu<\/br> Population: 267k<\/br> Internet Users: 17k","<\/br> Falkland Islands (Islas Malvinas)<\/br> Population: 3k<\/br> Internet Users: 3k","<\/br> Qatar<\/br> Population: 2123k<\/br> Internet Users: 564k","<\/br> Gambia, The<\/br> Population: 1926k<\/br> Internet Users: 130k","<\/br> Jamaica<\/br> Population: 2930k<\/br> Internet Users: 1581k","<\/br> Lebanon<\/br> Population: 5883k<\/br> Internet Users: 1000k","<\/br> Cyprus<\/br> Population: 1172k<\/br> Internet Users: 434k","<\/br> West Bank<\/br> Population: 2731k<\/br> Internet Users: 1379k","<\/br> Brunei<\/br> Population: 423k<\/br> Internet Users: 315k","<\/br> Trinidad and Tobago<\/br> Population: 1224k<\/br> Internet Users: 593k","<\/br> French Polynesia<\/br> Population: 280k<\/br> Internet Users: 120k","<\/br> Cabo Verde<\/br> Population: 539k<\/br> Internet Users: 150k","<\/br> Samoa<\/br> Population: 197k<\/br> Internet Users: 9k","<\/br> Luxembourg<\/br> Population: 521k<\/br> Internet Users: 424k","<\/br> Comoros<\/br> Population: 767k<\/br> Internet Users: 24k","<\/br> Mauritius<\/br> Population: 1331k<\/br> Internet Users: 290k","<\/br> Virgin Islands<\/br> Population: 104k<\/br> Internet Users: 30k","<\/br> Faroe Islands<\/br> Population: 50k<\/br> Internet Users: 38k","<\/br> Hong Kong<\/br> Population: 7113k<\/br> Internet Users: 4873k","<\/br> Sao Tome and Principe<\/br> Population: 190k<\/br> Internet Users: 27k","<\/br> Kiribati<\/br> Population: 104k<\/br> Internet Users: 8k","<\/br> Bahrain<\/br> Population: 1314k<\/br> Internet Users: 420k","<\/br> Dominica<\/br> Population: 73k<\/br> Internet Users: 28k","<\/br> Tonga<\/br> Population: 106k<\/br> Internet Users: 8k","<\/br> Micronesia, Federated States of<\/br> Population: 106k<\/br> Internet Users: 17k","<\/br> Singapore<\/br> Population: 5567k<\/br> Internet Users: 3235k","<\/br> Saint Lucia<\/br> Population: 163k<\/br> Internet Users: 143k","<\/br> Guam<\/br> Population: 161k<\/br> Internet Users: 90k","<\/br> Andorra<\/br> Population: 85k<\/br> Internet Users: 67k","<\/br> Seychelles<\/br> Population: 92k<\/br> Internet Users: 32k","<\/br> Antigua and Barbuda<\/br> Population: 91k<\/br> Internet Users: 65k","<\/br> Barbados<\/br> Population: 290k<\/br> Internet Users: 188k","<\/br> Saint Vincent and the Grenadines<\/br> Population: 103k<\/br> Internet Users: 76k","<\/br> Gaza Strip<\/br> Population: 1816k<\/br> Internet Users: 1379k","<\/br> Grenada<\/br> Population: 110k<\/br> Internet Users: 25k","<\/br> Malta<\/br> Population: 413k<\/br> Internet Users: 241k","<\/br> Saint Helena, Ascension, and Tristan da Cunha<\/br> Population: 8k<\/br> Internet Users: 1k","<\/br> Maldives<\/br> Population: 394k<\/br> Internet Users: 86k","<\/br> Cayman Islands<\/br> Population: 55k<\/br> Internet Users: 23k","<\/br> Saint Kitts and Nevis<\/br> Population: 52k<\/br> Internet Users: 17k","<\/br> Niue<\/br> Population: 1k<\/br> Internet Users: 1k","<\/br> Cook Islands<\/br> Population: 10k<\/br> Internet Users: 6k","<\/br> Marshall Islands<\/br> Population: 71k<\/br> Internet Users: 2k","<\/br> Aruba<\/br> Population: 111k<\/br> Internet Users: 24k","<\/br> Liechtenstein<\/br> Population: 37k<\/br> Internet Users: 23k","<\/br> British Virgin Islands<\/br> Population: 33k<\/br> Internet Users: 4k","<\/br> Wallis and Futuna<\/br> Population: 16k<\/br> Internet Users: 1k","<\/br> Christmas Island<\/br> Population: 2k<\/br> Internet Users: 0k","<\/br> Jersey<\/br> Population: 97k<\/br> Internet Users: 30k","<\/br> Montserrat<\/br> Population: 5k<\/br> Internet Users: 1k","<\/br> Anguilla<\/br> Population: 16k<\/br> Internet Users: 4k","<\/br> Guernsey<\/br> Population: 66k<\/br> Internet Users: 48k","<\/br> San Marino<\/br> Population: 33k<\/br> Internet Users: 17k","<\/br> Bermuda<\/br> Population: 70k<\/br> Internet Users: 54k","<\/br> Macau<\/br> Population: 588k<\/br> Internet Users: 270k","<\/br> Tuvalu<\/br> Population: 11k<\/br> Internet Users: 4k","<\/br> Tokelau<\/br> Population: 1k<\/br> Internet Users: 1k","<\/br> Gibraltar<\/br> Population: 29k<\/br> Internet Users: 20k","<\/br> 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Russia<\/br> Population Growth: -0.03<\/br> Net Migration: 1.69","<\/br> Canada<\/br> Population Growth: 0.76<\/br> Net Migration: 5.66","<\/br> United States<\/br> Population Growth: 0.77<\/br> Net Migration: 2.45","<\/br> China<\/br> Population Growth: 0.44<\/br> Net Migration: -0.32","<\/br> Brazil<\/br> Population Growth: 0.8<\/br> Net Migration: -0.15","<\/br> Australia<\/br> Population Growth: 1.09<\/br> Net Migration: 5.74","<\/br> India<\/br> Population Growth: 1.25<\/br> Net Migration: -0.05","<\/br> Argentina<\/br> Population Growth: 0.95<\/br> Net Migration: 0","<\/br> Kazakhstan<\/br> Population Growth: 1.17<\/br> Net Migration: 0.42","<\/br> Algeria<\/br> Population Growth: 1.88<\/br> Net Migration: -0.93","<\/br> Congo, Democratic Republic of the<\/br> Population Growth: 2.5<\/br> Net Migration: -0.33","<\/br> Greenland<\/br> Population Growth: 0.02<\/br> Net Migration: -5.98","<\/br> Saudi Arabia<\/br> Population Growth: 1.49<\/br> Net Migration: -0.59","<\/br> Mexico<\/br> Population Growth: 1.21<\/br> Net Migration: -1.64","<\/br> Indonesia<\/br> Population Growth: 0.95<\/br> Net Migration: -1.18","<\/br> Sudan<\/br> Population Growth: 1.78<\/br> Net Migration: -4.36","<\/br> Libya<\/br> Population Growth: 3.08<\/br> Net Migration: 16.01","<\/br> Iran<\/br> Population Growth: 1.22<\/br> Net Migration: -0.08","<\/br> Mongolia<\/br> Population Growth: 1.37<\/br> Net Migration: -0.85","<\/br> Peru<\/br> Population Growth: 0.99<\/br> Net Migration: -2.69","<\/br> Chad<\/br> Population Growth: 1.92<\/br> Net Migration: -3.54","<\/br> Niger<\/br> Population Growth: 3.28<\/br> Net Migration: -0.58","<\/br> Angola<\/br> Population Growth: 2.78<\/br> Net Migration: 0.47","<\/br> Mali<\/br> Population Growth: 3<\/br> Net Migration: -2.33","<\/br> South Africa<\/br> Population Growth: -0.48<\/br> Net Migration: -6.27","<\/br> Colombia<\/br> Population Growth: 1.07<\/br> Net Migration: -0.65","<\/br> Ethiopia<\/br> Population Growth: 2.89<\/br> Net Migration: -0.23","<\/br> Bolivia<\/br> Population Growth: 1.6<\/br> Net Migration: -0.69","<\/br> Mauritania<\/br> Population Growth: 2.26<\/br> Net Migration: -0.85","<\/br> Egypt<\/br> Population Growth: 1.84<\/br> Net Migration: -0.19","<\/br> Tanzania<\/br> Population Growth: 2.8<\/br> Net Migration: -0.57","<\/br> Nigeria<\/br> Population Growth: 2.47<\/br> Net Migration: -0.22","<\/br> Venezuela<\/br> Population Growth: 1.42<\/br> Net Migration: 0","<\/br> Namibia<\/br> Population Growth: 0.67<\/br> Net Migration: 0.05","<\/br> Mozambique<\/br> Population Growth: 2.45<\/br> Net Migration: -2.02","<\/br> Pakistan<\/br> Population Growth: 1.49<\/br> Net Migration: -1.69","<\/br> Turkey<\/br> Population Growth: 1.12<\/br> Net Migration: 0.46","<\/br> Chile<\/br> Population Growth: 0.84<\/br> Net Migration: 0.35","<\/br> Zambia<\/br> Population Growth: 2.88<\/br> Net Migration: -0.72","<\/br> Burma<\/br> Population Growth: 1.03<\/br> Net Migration: -0.3","<\/br> Afghanistan<\/br> Population Growth: 2.29<\/br> Net Migration: -1.83","<\/br> South Sudan<\/br> Population Growth: 4.12<\/br> Net Migration: 11.94","<\/br> France<\/br> Population Growth: 0.45<\/br> Net Migration: 1.09","<\/br> Somalia<\/br> Population Growth: 1.75<\/br> Net Migration: -9.51","<\/br> Central African Republic<\/br> Population Growth: 2.13<\/br> Net Migration: 0","<\/br> Ukraine<\/br> Population Growth: -0.64<\/br> Net Migration: -0.06","<\/br> Madagascar<\/br> Population Growth: 2.62<\/br> Net Migration: 0","<\/br> Botswana<\/br> Population Growth: 1.26<\/br> Net Migration: 4.62","<\/br> Kenya<\/br> Population Growth: 2.11<\/br> Net Migration: -0.22","<\/br> Yemen<\/br> Population Growth: 2.72<\/br> Net Migration: 2.61","<\/br> Thailand<\/br> Population Growth: 0.35<\/br> Net Migration: 0","<\/br> Spain<\/br> Population Growth: 0.81<\/br> Net Migration: 7.24","<\/br> Turkmenistan<\/br> Population Growth: 1.14<\/br> Net Migration: -1.86","<\/br> Cameroon<\/br> Population Growth: 2.6<\/br> Net Migration: -0.15","<\/br> Papua New Guinea<\/br> Population Growth: 1.84<\/br> Net Migration: 0","<\/br> Sweden<\/br> Population Growth: 0.79<\/br> Net Migration: 5.46","<\/br> Uzbekistan<\/br> Population Growth: 0.93<\/br> Net Migration: -2.46","<\/br> Morocco<\/br> Population Growth: 1.02<\/br> Net Migration: -3.46","<\/br> Iraq<\/br> Population Growth: 2.23<\/br> Net Migration: 0","<\/br> Paraguay<\/br> Population Growth: 1.19<\/br> Net Migration: -0.08","<\/br> Zimbabwe<\/br> Population Growth: 4.36<\/br> Net Migration: 21.78","<\/br> Japan<\/br> Population Growth: -0.13<\/br> Net Migration: 0","<\/br> Germany<\/br> Population Growth: -0.18<\/br> Net Migration: 1.06","<\/br> Congo, Republic of the<\/br> Population Growth: 1.94<\/br> Net Migration: -7.02","<\/br> Finland<\/br> Population Growth: 0.05<\/br> Net Migration: 0.62","<\/br> Vietnam<\/br> Population Growth: 1<\/br> Net Migration: -0.32","<\/br> Malaysia<\/br> Population Growth: 1.47<\/br> Net Migration: -0.34","<\/br> Norway<\/br> Population Growth: 1.19<\/br> Net Migration: 7.96","<\/br> Cote d'Ivoire<\/br> Population Growth: 1.96<\/br> Net Migration: 0","<\/br> Poland<\/br> Population Growth: -0.11<\/br> Net Migration: -0.47","<\/br> Oman<\/br> Population Growth: 2.06<\/br> Net Migration: -0.45","<\/br> Italy<\/br> Population Growth: 0.3<\/br> Net Migration: 4.29","<\/br> Philippines<\/br> Population Growth: 1.81<\/br> Net Migration: -1.23","<\/br> Ecuador<\/br> Population Growth: 1.37<\/br> Net Migration: -0.13","<\/br> Burkina Faso<\/br> Population Growth: 3.05<\/br> Net Migration: 0","<\/br> New Zealand<\/br> Population Growth: 0.83<\/br> Net Migration: 2.23","<\/br> Gabon<\/br> Population Growth: 1.94<\/br> Net Migration: -2.07","<\/br> Guinea<\/br> Population Growth: 2.63<\/br> Net Migration: 0","<\/br> United Kingdom<\/br> Population Growth: 0.54<\/br> Net Migration: 2.56","<\/br> Uganda<\/br> Population Growth: 3.24<\/br> Net Migration: -0.76","<\/br> Ghana<\/br> Population Growth: 2.19<\/br> Net Migration: -2.13","<\/br> Romania<\/br> Population Growth: -0.29<\/br> Net Migration: -0.24","<\/br> Laos<\/br> Population Growth: 1.59<\/br> Net Migration: -1.1","<\/br> Guyana<\/br> Population Growth: -0.11<\/br> Net Migration: -9.67","<\/br> Belarus<\/br> Population Growth: -0.19<\/br> Net Migration: 0.78","<\/br> Kyrgyzstan<\/br> Population Growth: 1.04<\/br> Net Migration: -6.16","<\/br> Senegal<\/br> Population Growth: 2.48<\/br> Net Migration: -1.66","<\/br> Syria<\/br> Population Growth: -9.73<\/br> Net Migration: -113.51","<\/br> Cambodia<\/br> Population Growth: 1.63<\/br> Net Migration: -0.32","<\/br> Uruguay<\/br> Population Growth: 0.26<\/br> Net Migration: -1.08","<\/br> Suriname<\/br> Population Growth: 1.12<\/br> Net Migration: 0.57","<\/br> Tunisia<\/br> Population Growth: 0.92<\/br> Net Migration: -1.74","<\/br> Nepal<\/br> Population Growth: 1.82<\/br> Net Migration: 3.71","<\/br> Bangladesh<\/br> Population Growth: 1.6<\/br> Net Migration: -0.02","<\/br> Tajikistan<\/br> Population Growth: 1.75<\/br> Net Migration: -1.17","<\/br> Greece<\/br> Population Growth: 0.01<\/br> Net Migration: 2.32","<\/br> Nicaragua<\/br> Population Growth: 1.02<\/br> Net Migration: -3.13","<\/br> Korea, North<\/br> Population Growth: 0.53<\/br> Net Migration: -0.04","<\/br> Malawi<\/br> Population Growth: 3.33<\/br> Net Migration: 0.25","<\/br> Eritrea<\/br> Population Growth: 2.3<\/br> Net Migration: 0","<\/br> Benin<\/br> Population Growth: 2.81<\/br> Net Migration: 0","<\/br> Honduras<\/br> Population Growth: 1.74<\/br> Net Migration: -1.18","<\/br> Liberia<\/br> Population Growth: 2.52<\/br> Net Migration: 0","<\/br> Bulgaria<\/br> Population Growth: -0.83<\/br> Net Migration: -2.89","<\/br> Cuba<\/br> Population Growth: -0.14<\/br> Net Migration: -3.64","<\/br> Guatemala<\/br> Population Growth: 1.86<\/br> Net Migration: -2","<\/br> Iceland<\/br> Population Growth: 0.65<\/br> Net Migration: 0.52","<\/br> Korea, South<\/br> Population Growth: 0.16<\/br> Net Migration: 0","<\/br> Hungary<\/br> Population Growth: -0.21<\/br> Net Migration: 1.34","<\/br> Portugal<\/br> Population Growth: 0.12<\/br> Net Migration: 2.74","<\/br> Jordan<\/br> Population Growth: 3.86<\/br> Net Migration: 17.22","<\/br> Azerbaijan<\/br> Population Growth: 0.99<\/br> Net Migration: 0","<\/br> Austria<\/br> Population Growth: 0.01<\/br> Net Migration: 1.76","<\/br> United Arab Emirates<\/br> Population Growth: 2.71<\/br> Net Migration: 13.58","<\/br> Czech Republic<\/br> Population Growth: 0.17<\/br> Net Migration: 2.15","<\/br> Serbia<\/br> Population Growth: -0.46<\/br> Net Migration: 0","<\/br> Panama<\/br> Population Growth: 1.35<\/br> Net Migration: -0.32","<\/br> Sierra Leone<\/br> Population Growth: 2.33<\/br> Net Migration: -3.12","<\/br> Ireland<\/br> Population Growth: 1.2<\/br> Net Migration: 3.31","<\/br> Georgia<\/br> Population Growth: -0.11<\/br> Net Migration: -3.25","<\/br> Sri Lanka<\/br> Population Growth: 0.86<\/br> Net Migration: -1.54","<\/br> Lithuania<\/br> Population Growth: -0.29<\/br> Net Migration: -0.73","<\/br> Latvia<\/br> Population Growth: -0.62<\/br> Net Migration: -2.37","<\/br> Togo<\/br> Population Growth: 2.71<\/br> Net Migration: 0","<\/br> Croatia<\/br> Population Growth: -0.12<\/br> Net Migration: 1.43","<\/br> Bosnia and Herzegovina<\/br> Population Growth: -0.11<\/br> Net Migration: -0.38","<\/br> Costa Rica<\/br> Population Growth: 1.24<\/br> Net Migration: 0.84","<\/br> Slovakia<\/br> Population Growth: 0.03<\/br> Net Migration: 0.01","<\/br> Dominican Republic<\/br> Population Growth: 1.25<\/br> Net Migration: -1.93","<\/br> Estonia<\/br> Population Growth: -0.68<\/br> Net Migration: -3.37","<\/br> Denmark<\/br> Population Growth: 0.22<\/br> Net Migration: 2.25","<\/br> Netherlands<\/br> Population Growth: 0.42<\/br> Net Migration: 1.97","<\/br> Switzerland<\/br> Population Growth: 0.78<\/br> Net Migration: 5.43","<\/br> Bhutan<\/br> Population Growth: 1.13<\/br> Net Migration: 0","<\/br> Guinea-Bissau<\/br> Population Growth: 1.93<\/br> Net Migration: 0","<\/br> Taiwan<\/br> Population Growth: 0.25<\/br> Net Migration: 0.9","<\/br> Moldova<\/br> Population Growth: -1.02<\/br> Net Migration: -9.8","<\/br> Belgium<\/br> Population Growth: 0.05<\/br> Net Migration: 1.22","<\/br> Lesotho<\/br> Population Growth: 0.34<\/br> Net Migration: -7.62","<\/br> Armenia<\/br> Population Growth: -0.13<\/br> Net Migration: -5.88","<\/br> Solomon Islands<\/br> Population Growth: 2.07<\/br> Net Migration: -1.78","<\/br> Albania<\/br> Population Growth: 0.3<\/br> Net Migration: -3.31","<\/br> Equatorial Guinea<\/br> Population Growth: 2.54<\/br> Net Migration: 0","<\/br> Burundi<\/br> Population Growth: 3.28<\/br> Net Migration: 0","<\/br> Haiti<\/br> Population Growth: 1.08<\/br> Net Migration: -4.12","<\/br> Rwanda<\/br> Population Growth: 2.63<\/br> Net Migration: 0.9","<\/br> Macedonia<\/br> Population Growth: 0.21<\/br> Net Migration: -0.48","<\/br> 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Russia<\/br> Population Growth: -0.03<\/br> Net Migration: 1.69","<\/br> Canada<\/br> Population Growth: 0.76<\/br> Net Migration: 5.66","<\/br> United States<\/br> Population Growth: 0.77<\/br> Net Migration: 2.45","<\/br> China<\/br> Population Growth: 0.44<\/br> Net Migration: -0.32","<\/br> Brazil<\/br> Population Growth: 0.8<\/br> Net Migration: -0.15","<\/br> Australia<\/br> Population Growth: 1.09<\/br> Net Migration: 5.74","<\/br> India<\/br> Population Growth: 1.25<\/br> Net Migration: -0.05","<\/br> Argentina<\/br> Population Growth: 0.95<\/br> Net Migration: 0","<\/br> Kazakhstan<\/br> Population Growth: 1.17<\/br> Net Migration: 0.42","<\/br> Algeria<\/br> Population Growth: 1.88<\/br> Net Migration: -0.93","<\/br> Congo, Democratic Republic of the<\/br> Population Growth: 2.5<\/br> Net Migration: -0.33","<\/br> Greenland<\/br> Population Growth: 0.02<\/br> Net Migration: -5.98","<\/br> Saudi Arabia<\/br> Population Growth: 1.49<\/br> Net Migration: -0.59","<\/br> Mexico<\/br> Population Growth: 1.21<\/br> Net Migration: -1.64","<\/br> Indonesia<\/br> Population Growth: 0.95<\/br> Net Migration: -1.18","<\/br> Sudan<\/br> Population Growth: 1.78<\/br> Net Migration: -4.36","<\/br> Libya<\/br> Population Growth: 3.08<\/br> Net Migration: 16.01","<\/br> Iran<\/br> Population Growth: 1.22<\/br> Net Migration: -0.08","<\/br> Mongolia<\/br> Population Growth: 1.37<\/br> Net Migration: -0.85","<\/br> Peru<\/br> Population Growth: 0.99<\/br> Net Migration: -2.69","<\/br> Chad<\/br> Population Growth: 1.92<\/br> Net Migration: -3.54","<\/br> Niger<\/br> Population Growth: 3.28<\/br> Net Migration: -0.58","<\/br> Angola<\/br> Population Growth: 2.78<\/br> Net Migration: 0.47","<\/br> Mali<\/br> Population Growth: 3<\/br> Net Migration: -2.33","<\/br> South Africa<\/br> Population Growth: -0.48<\/br> Net Migration: -6.27","<\/br> Colombia<\/br> Population Growth: 1.07<\/br> Net Migration: -0.65","<\/br> Ethiopia<\/br> Population Growth: 2.89<\/br> Net Migration: -0.23","<\/br> Bolivia<\/br> Population Growth: 1.6<\/br> Net Migration: -0.69","<\/br> Mauritania<\/br> Population Growth: 2.26<\/br> Net Migration: -0.85","<\/br> Egypt<\/br> Population Growth: 1.84<\/br> Net Migration: -0.19","<\/br> Tanzania<\/br> Population Growth: 2.8<\/br> Net Migration: -0.57","<\/br> Nigeria<\/br> Population Growth: 2.47<\/br> Net Migration: -0.22","<\/br> Venezuela<\/br> Population Growth: 1.42<\/br> Net Migration: 0","<\/br> Namibia<\/br> Population Growth: 0.67<\/br> Net Migration: 0.05","<\/br> Mozambique<\/br> Population Growth: 2.45<\/br> Net Migration: -2.02","<\/br> Pakistan<\/br> Population Growth: 1.49<\/br> Net Migration: -1.69","<\/br> Turkey<\/br> Population Growth: 1.12<\/br> Net Migration: 0.46","<\/br> Chile<\/br> Population Growth: 0.84<\/br> Net Migration: 0.35","<\/br> Zambia<\/br> Population Growth: 2.88<\/br> Net Migration: -0.72","<\/br> Burma<\/br> Population Growth: 1.03<\/br> Net Migration: -0.3","<\/br> Afghanistan<\/br> Population Growth: 2.29<\/br> Net Migration: -1.83","<\/br> South Sudan<\/br> Population Growth: 4.12<\/br> Net Migration: 11.94","<\/br> France<\/br> Population Growth: 0.45<\/br> Net Migration: 1.09","<\/br> Somalia<\/br> Population Growth: 1.75<\/br> Net Migration: -9.51","<\/br> Central African Republic<\/br> Population Growth: 2.13<\/br> Net Migration: 0","<\/br> Ukraine<\/br> Population Growth: -0.64<\/br> Net Migration: -0.06","<\/br> Madagascar<\/br> Population Growth: 2.62<\/br> Net Migration: 0","<\/br> Botswana<\/br> Population Growth: 1.26<\/br> Net Migration: 4.62","<\/br> Kenya<\/br> Population Growth: 2.11<\/br> Net Migration: -0.22","<\/br> Yemen<\/br> Population Growth: 2.72<\/br> Net Migration: 2.61","<\/br> Thailand<\/br> Population Growth: 0.35<\/br> Net Migration: 0","<\/br> Spain<\/br> Population Growth: 0.81<\/br> Net Migration: 7.24","<\/br> Turkmenistan<\/br> Population Growth: 1.14<\/br> Net Migration: -1.86","<\/br> Cameroon<\/br> Population Growth: 2.6<\/br> Net Migration: -0.15","<\/br> Papua New Guinea<\/br> Population Growth: 1.84<\/br> Net Migration: 0","<\/br> Sweden<\/br> Population Growth: 0.79<\/br> Net Migration: 5.46","<\/br> Uzbekistan<\/br> Population Growth: 0.93<\/br> Net Migration: -2.46","<\/br> Morocco<\/br> Population Growth: 1.02<\/br> Net Migration: -3.46","<\/br> Iraq<\/br> Population Growth: 2.23<\/br> Net Migration: 0","<\/br> Paraguay<\/br> Population Growth: 1.19<\/br> Net Migration: -0.08","<\/br> Zimbabwe<\/br> Population Growth: 4.36<\/br> Net Migration: 21.78","<\/br> Japan<\/br> Population Growth: -0.13<\/br> Net Migration: 0","<\/br> Germany<\/br> Population Growth: -0.18<\/br> Net Migration: 1.06","<\/br> Congo, Republic of the<\/br> Population Growth: 1.94<\/br> Net Migration: -7.02","<\/br> Finland<\/br> Population Growth: 0.05<\/br> Net Migration: 0.62","<\/br> Vietnam<\/br> Population Growth: 1<\/br> Net Migration: -0.32","<\/br> Malaysia<\/br> Population Growth: 1.47<\/br> Net Migration: -0.34","<\/br> Norway<\/br> Population Growth: 1.19<\/br> Net Migration: 7.96","<\/br> Cote d'Ivoire<\/br> Population Growth: 1.96<\/br> Net Migration: 0","<\/br> Poland<\/br> Population Growth: -0.11<\/br> Net Migration: -0.47","<\/br> Oman<\/br> Population Growth: 2.06<\/br> Net Migration: -0.45","<\/br> Italy<\/br> Population Growth: 0.3<\/br> Net Migration: 4.29","<\/br> Philippines<\/br> Population Growth: 1.81<\/br> Net Migration: -1.23","<\/br> Ecuador<\/br> Population Growth: 1.37<\/br> Net Migration: -0.13","<\/br> Burkina Faso<\/br> Population Growth: 3.05<\/br> Net Migration: 0","<\/br> New Zealand<\/br> Population Growth: 0.83<\/br> Net Migration: 2.23","<\/br> Gabon<\/br> Population Growth: 1.94<\/br> Net Migration: -2.07","<\/br> Guinea<\/br> Population Growth: 2.63<\/br> Net Migration: 0","<\/br> United Kingdom<\/br> Population Growth: 0.54<\/br> Net Migration: 2.56","<\/br> Uganda<\/br> Population Growth: 3.24<\/br> Net Migration: -0.76","<\/br> Ghana<\/br> Population Growth: 2.19<\/br> Net Migration: -2.13","<\/br> Romania<\/br> Population Growth: -0.29<\/br> Net Migration: -0.24","<\/br> Laos<\/br> Population Growth: 1.59<\/br> Net Migration: -1.1","<\/br> Guyana<\/br> Population Growth: -0.11<\/br> Net Migration: -9.67","<\/br> Belarus<\/br> Population Growth: -0.19<\/br> Net Migration: 0.78","<\/br> Kyrgyzstan<\/br> Population Growth: 1.04<\/br> Net Migration: -6.16","<\/br> Senegal<\/br> Population Growth: 2.48<\/br> Net Migration: -1.66","<\/br> Syria<\/br> Population Growth: -9.73<\/br> Net Migration: -113.51","<\/br> Cambodia<\/br> Population Growth: 1.63<\/br> Net Migration: -0.32","<\/br> Uruguay<\/br> Population Growth: 0.26<\/br> Net Migration: -1.08","<\/br> Suriname<\/br> Population Growth: 1.12<\/br> Net Migration: 0.57","<\/br> Tunisia<\/br> Population Growth: 0.92<\/br> Net Migration: -1.74","<\/br> Nepal<\/br> Population Growth: 1.82<\/br> Net Migration: 3.71","<\/br> Bangladesh<\/br> Population Growth: 1.6<\/br> Net Migration: -0.02","<\/br> Tajikistan<\/br> Population Growth: 1.75<\/br> Net Migration: -1.17","<\/br> Greece<\/br> Population Growth: 0.01<\/br> Net Migration: 2.32","<\/br> Nicaragua<\/br> Population Growth: 1.02<\/br> Net Migration: -3.13","<\/br> Korea, North<\/br> Population Growth: 0.53<\/br> Net Migration: -0.04","<\/br> Malawi<\/br> Population Growth: 3.33<\/br> Net Migration: 0.25","<\/br> Eritrea<\/br> Population Growth: 2.3<\/br> Net Migration: 0","<\/br> Benin<\/br> Population Growth: 2.81<\/br> Net Migration: 0","<\/br> Honduras<\/br> Population Growth: 1.74<\/br> Net Migration: -1.18","<\/br> Liberia<\/br> Population Growth: 2.52<\/br> Net Migration: 0","<\/br> Bulgaria<\/br> Population Growth: -0.83<\/br> Net Migration: -2.89","<\/br> Cuba<\/br> Population Growth: -0.14<\/br> Net Migration: -3.64","<\/br> Guatemala<\/br> Population Growth: 1.86<\/br> Net Migration: -2","<\/br> Iceland<\/br> Population Growth: 0.65<\/br> Net Migration: 0.52","<\/br> Korea, South<\/br> Population Growth: 0.16<\/br> Net Migration: 0","<\/br> Hungary<\/br> Population Growth: -0.21<\/br> Net Migration: 1.34","<\/br> Portugal<\/br> Population Growth: 0.12<\/br> Net Migration: 2.74","<\/br> Jordan<\/br> Population Growth: 3.86<\/br> Net Migration: 17.22","<\/br> Azerbaijan<\/br> Population Growth: 0.99<\/br> Net Migration: 0","<\/br> Austria<\/br> Population Growth: 0.01<\/br> Net Migration: 1.76","<\/br> United Arab Emirates<\/br> Population Growth: 2.71<\/br> Net Migration: 13.58","<\/br> Czech Republic<\/br> Population Growth: 0.17<\/br> Net Migration: 2.15","<\/br> Serbia<\/br> Population Growth: -0.46<\/br> Net Migration: 0","<\/br> Panama<\/br> Population Growth: 1.35<\/br> Net Migration: -0.32","<\/br> Sierra Leone<\/br> Population Growth: 2.33<\/br> Net Migration: -3.12","<\/br> Ireland<\/br> Population Growth: 1.2<\/br> Net Migration: 3.31","<\/br> Georgia<\/br> Population Growth: -0.11<\/br> Net Migration: -3.25","<\/br> Sri Lanka<\/br> Population Growth: 0.86<\/br> Net Migration: -1.54","<\/br> Lithuania<\/br> Population Growth: -0.29<\/br> Net Migration: -0.73","<\/br> Latvia<\/br> Population Growth: -0.62<\/br> Net Migration: -2.37","<\/br> Togo<\/br> Population Growth: 2.71<\/br> Net Migration: 0","<\/br> Croatia<\/br> Population Growth: -0.12<\/br> Net Migration: 1.43","<\/br> Bosnia and Herzegovina<\/br> Population Growth: -0.11<\/br> Net Migration: -0.38","<\/br> Costa Rica<\/br> Population Growth: 1.24<\/br> Net Migration: 0.84","<\/br> Slovakia<\/br> Population Growth: 0.03<\/br> Net Migration: 0.01","<\/br> Dominican Republic<\/br> Population Growth: 1.25<\/br> Net Migration: -1.93","<\/br> Estonia<\/br> Population Growth: -0.68<\/br> Net Migration: -3.37","<\/br> Denmark<\/br> Population Growth: 0.22<\/br> Net Migration: 2.25","<\/br> Netherlands<\/br> Population Growth: 0.42<\/br> Net Migration: 1.97","<\/br> Switzerland<\/br> Population Growth: 0.78<\/br> Net Migration: 5.43","<\/br> Bhutan<\/br> Population Growth: 1.13<\/br> Net Migration: 0","<\/br> Guinea-Bissau<\/br> Population Growth: 1.93<\/br> Net Migration: 0","<\/br> Taiwan<\/br> Population Growth: 0.25<\/br> Net Migration: 0.9","<\/br> Moldova<\/br> Population Growth: -1.02<\/br> Net Migration: -9.8","<\/br> Belgium<\/br> Population Growth: 0.05<\/br> Net Migration: 1.22","<\/br> Lesotho<\/br> Population Growth: 0.34<\/br> Net Migration: -7.62","<\/br> Armenia<\/br> Population Growth: -0.13<\/br> Net Migration: -5.88","<\/br> Solomon Islands<\/br> Population Growth: 2.07<\/br> Net Migration: -1.78","<\/br> Albania<\/br> Population Growth: 0.3<\/br> Net Migration: -3.31","<\/br> Equatorial Guinea<\/br> Population Growth: 2.54<\/br> Net Migration: 0","<\/br> Burundi<\/br> Population Growth: 3.28<\/br> Net Migration: 0","<\/br> Haiti<\/br> Population Growth: 1.08<\/br> Net Migration: -4.12","<\/br> Rwanda<\/br> Population Growth: 2.63<\/br> Net Migration: 0.9","<\/br> Macedonia<\/br> Population Growth: 0.21<\/br> Net Migration: -0.48","<\/br> Djibouti<\/br> Population Growth: 2.23<\/br> Net Migration: 6.06","<\/br> Belize<\/br> Population Growth: 1.92<\/br> Net Migration: 0","<\/br> El Salvador<\/br> Population Growth: 0.27<\/br> Net Migration: -8.44","<\/br> Israel<\/br> Population Growth: 1.46<\/br> Net Migration: 1.68","<\/br> Slovenia<\/br> Population Growth: -0.23<\/br> Net Migration: 0.37","<\/br> New Caledonia<\/br> Population Growth: 1.42<\/br> Net Migration: 4.06","<\/br> Fiji<\/br> Population Growth: 0.7<\/br> Net Migration: -6.86","<\/br> Kuwait<\/br> Population Growth: 1.7<\/br> Net Migration: -1.11","<\/br> Swaziland<\/br> Population Growth: 1.14<\/br> Net Migration: 0","<\/br> Timor-Leste<\/br> Population Growth: 2.44<\/br> Net Migration: -3.87","<\/br> Bahamas, The<\/br> Population Growth: 0.87<\/br> Net Migration: 0","<\/br> Puerto Rico<\/br> Population Growth: -0.65<\/br> Net Migration: -8.93","<\/br> Vanuatu<\/br> Population Growth: 2.01<\/br> Net Migration: -1.5","<\/br> Qatar<\/br> Population Growth: 3.58<\/br> Net Migration: 27.35","<\/br> Gambia, The<\/br> Population Growth: 2.23<\/br> Net Migration: -2.23","<\/br> Jamaica<\/br> Population Growth: 0.69<\/br> Net Migration: -4.83","<\/br> Lebanon<\/br> Population Growth: 9.37<\/br> Net Migration: 83.82","<\/br> Cyprus<\/br> Population Growth: 1.48<\/br> Net Migration: 9.89","<\/br> West Bank<\/br> Population Growth: 1.99<\/br> Net Migration: 0","<\/br> Brunei<\/br> Population Growth: 1.65<\/br> Net Migration: 2.47","<\/br> Trinidad and Tobago<\/br> Population Growth: -0.11<\/br> Net Migration: -6.42","<\/br> French Polynesia<\/br> Population Growth: 0.97<\/br> Net Migration: -0.87","<\/br> Cabo Verde<\/br> Population Growth: 1.39<\/br> Net Migration: -0.64","<\/br> Samoa<\/br> Population Growth: 0.59<\/br> Net Migration: -10.12","<\/br> Luxembourg<\/br> Population Growth: 1.12<\/br> Net Migration: 7.97","<\/br> Comoros<\/br> Population Growth: 1.87<\/br> Net Migration: -2.58","<\/br> Mauritius<\/br> Population Growth: 0.66<\/br> 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Code </summary> .details[ ```r > library(crosstalk) > > diamonds %>% + SharedData$new() -> shared_data # create shared data frame object > shared_data %>% + plot_ly(x = ~carat, y = ~price, color = ~clarity) %>% # Mapping Variables + layout( + xaxis = list(title = "Carat"), yaxis = list(title = "Price"), + paper_bgcolor = 'rgba(0,0,0,0)', plot_bgcolor = 'rgba(0,0,0,0)', + updatemenus = list( # Creating plotly native buttons for changing plot type + list(y = 0.35, x = 1, label = "Plot Type", *+ buttons = list( + list(method = "restyle", + args = list("type", "scatter"), # Scatter as first option + label = "Scatter Plot"), + list(method = "restyle", + args = list("type", "histogram2d"), # 2D Histogram as second option + label = "2D Histogram"))))) -> filter_plot > *> bscols(widths = c(2,7), + list(filter_checkbox(id = "quality_checks", # Checkboxes for cut quality + label = "Cut Quality", + sharedData = shared_data, + group = ~cut), + filter_select(id = "clarity_search", # Select-Search bar for Clarity level + label = "Select Clarity Level", + sharedData = shared_data, + group = ~clarity), + filter_slider(id = "depth_slider", # Slider option for depth variable + label = "Depth", + sharedData = shared_data, + column = ~depth)), # Pay attention! The slider filters a column! + filter_plot) -> filter_plot ``` ] </details> <details> <summary> Plot </summary> .details[ <div class="container-fluid crosstalk-bscols"> <div class="fluid-row"> <div class="col-xs-2"> <div id="quality_checks" class="form-group crosstalk-input-checkboxgroup crosstalk-input"> <label class="control-label" for="quality_checks">Cut Quality</label> <div class="crosstalk-options-group"> <div class="checkbox"> <label> <input type="checkbox" name="quality_checks" value="Fair"/> <span>Fair</span> </label> </div> <div class="checkbox"> <label> <input type="checkbox" name="quality_checks" value="Good"/> <span>Good</span> </label> </div> <div class="checkbox"> <label> <input type="checkbox" name="quality_checks" value="Very Good"/> <span>Very Good</span> </label> </div> <div class="checkbox"> <label> <input type="checkbox" name="quality_checks" value="Premium"/> <span>Premium</span> </label> </div> <div class="checkbox"> <label> <input type="checkbox" name="quality_checks" value="Ideal"/> <span>Ideal</span> </label> </div> </div> <script type="application/json" data-for="quality_checks">{ "map": { "Fair": ["9", "92", "98", "124", "125", "129", "130", "205", "228", "242", "256", "297", "299", "315", "353", "357", "360", "370", "377", "385", "386", "424", "440", "441", "444", "473", "515", "527", "582", "596", "636", "664", "677", "704", "705", "707", "713", "714", "715", "720", "751", "771", "772", "778", "789", "802", "840", "880", "881", "884", "885", "896", "898", "899", "900", "920", "930", "934", "935", "939", "940", "968", "1020", "1097", "1098", "1099", "1141", "1184", "1200", "1228", "1236", "1239", "1268", "1271", "1276", "1320", "1325", "1356", "1358", "1360", "1362", "1363", "1365", "1413", "1424", "1439", "1470", "1499", "1507", "1516", "1524", "1525", "1528", "1553", "1555", "1598", "1599", "1600", "1609", "1665", "1676", "1677", "1683", "1695", "1746", "1769", "1796", "1811", "1812", "1823", "1838", "1841", "1883", 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"50363", "50364", "50365", "50367", "50368", "50370", "50371", "50374", "50376", "50377", "50385", "50386", "50387", "50392", "50393", "50398", "50399", "50400", "50401", "50402", "50405", "50407", "50409", "50410", "50412", "50413", "50417", "50420", "50421", "50422", "50423", "50427", "50428", "50429", "50432", "50433", "50444", "50445", "50446", "50447", "50452", "50454", "50455", "50465", "50466", "50467", "50471", "50472", "50473", "50477", "50479", "50482", "50483", "50484", "50496", "50497", "50500", "50501", "50502", "50504", "50507", "50508", "50509", "50513", "50514", "50520", "50521", "50527", "50535", "50539", "50541", "50542", "50551", "50552", "50553", "50554", "50555", "50556", "50564", "50570", "50571", "50572", "50575", "50579", "50580", "50586", "50593", "50598", "50599", "50600", "50602", "50607", "50608", "50609", "50611", "50618", "50619", "50624", "50625", "50626", "50627", "50644", "50645", "50647", "50654", "50659", "50660", "50663", "50667", "50669", "50672", "50673", "50674", "50675", "50676", "50677", "50682", "50683", "50684", "50686", "50687", "50688", "50692", "50696", "50697", "50698", "50699", "50703", "50704", "50705", "50709", "50710", "50714", "50715", "50723", "50724", "50725", "50726", "50727", "50728", "50729", "50731", "50732", "50734", "50738", "50743", "50744", "50745", "50746", "50752", "50754", "50755", "50756", "50757", "50758", "50767", "50768", "50775", "50776", "50777", "50779", "50780", "50783", "50784", "50786", "50793", "50799", "50803", "50804", "50807", "50808", "50812", "50813", "50817", "50818", "50819", "50820", "50821", "50823", "50825", "50829", "50832", "50833", "50840", "50858", "50859", "50865", "50866", "50867", "50868", "50869", "50871", "50873", "50881", "50893", "50896", "50899", "50900", "50905", "50911", "50912", "50916", "50917", "50923", "50927", "50928", "50929", "50930", "50931", "50932", "50933", "50935", "50936", "50940", "50941", "50944", "50946", "50947", "50948", "50949", "50955", "50956", "50958", "50961", "50964", "50966", "50967", "50981", "50986", "50988", "50989", "50990", "51004", "51007", "51010", "51011", "51012", "51013", "51017", "51025", "51026", "51030", "51031", "51048", "51051", "51058", "51066", "51067", "51068", "51070", "51075", "51078", "51079", "51085", "51087", "51092", "51093", "51094", "51100", "51109", "51110", "51114", "51117", "51120", "51121", "51126", "51127", "51129", "51130", "51131", "51132", "51134", "51136", "51137", "51141", "51146", "51147", "51156", "51161", "51162", "51163", "51169", "51171", "51172", "51174", "51175", "51180", "51181", "51183", "51192", "51197", "51201", "51202", "51206", "51214", "51216", "51218", "51219", "51220", "51232", "51233", "51237", "51238", "51239", "51244", "51251", "51252", "51253", "51254", "51257", "51258", "51260", "51261", "51262", "51264", "51266", "51267", "51273", "51274", "51275", "51276", "51277", "51279", "51284", "51285", "51286", "51288", "51290", "51291", "51295", "51296", "51297", "51301", "51306", "51312", "51313", "51315", "51316", "51318", "51321", "51327", "51337", "51338", "51339", "51347", "51350", "51356", "51364", "51365", "51366", "51367", "51368", "51371", "51372", "51378", "51386", "51387", "51388", "51389", "51403", "51407", "51409", "51414", "51416", "51417", "51418", "51419", "51420", "51423", "51429", "51430", "51431", "51436", "51437", "51438", "51440", "51441", "51442", "51447", "51448", "51449", "51455", "51456", "51457", "51458", "51459", "51470", "51471", "51474", "51475", "51477", "51478", "51479", "51483", "51484", "51485", "51486", "51488", "51489", "51501", "51502", "51504", "51506", "51508", "51509", "51511", "51515", "51519", "51521", "51522", "51529", "51530", "51533", "51535", "51536", "51537", "51539", "51541", "51546", "51547", "51550", "51551", "51552", "51557", "51558", "51564", "51569", "51570", "51579", "51585", "51588", "51590", "51597", "51612", "51617", "51636", "51639", "51640", "51641", "51646", "51652", "51653", "51654", "51655", "51656", "51657", "51658", "51659", "51660", "51662", "51663", "51666", "51667", "51668", "51669", "51670", "51671", "51672", "51673", "51674", "51679", "51687", "51688", "51689", "51694", "51699", "51708", "51710", "51722", "51723", "51725", "51728", "51730", "51734", "51737", "51738", "51741", "51745", "51747", "51748", "51752", "51757", "51760", "51762", "51763", "51768", "51769", "51775", "51776", "51777", "51782", "51785", "51790", "51795", "51804", "51809", "51810", "51811", "51812", "51813", "51814", "51817", "51818", "51819", "51821", "51825", "51826", "51830", "51833", "51836", "51837", "51839", "51844", "51845", "51849", "51853", "51856", "51859", "51865", "51866", "51867", "51868", "51871", "51872", "51885", "51886", "51887", "51891", "51892", "51893", "51895", "51896", "51897", "51900", "51903", "51905", "51906", "51907", "51909", "51911", "51916", "51917", "51922", "51927", "51930", "51933", "51934", "51935", "51936", "51937", "51938", "51945", "51949", "51954", "51955", "51956", "51957", "51958", "51959", "51960", "51961", "51962", "51963", "51964", "51965", "51966", "51967", "51968", "51969", "51970", "51979", "51980", "51981", "51991", "51994", "51995", "52007", "52008", "52009", "52010", "52017", "52019", "52023", "52024", "52025", "52032", "52039", "52043", "52047", "52050", "52053", "52055", "52061", "52065", "52066", "52067", "52069", "52070", "52073", "52074", "52078", "52080", "52081", "52082", "52083", "52087", "52089", "52090", "52094", "52097", "52100", "52101", "52102", "52103", "52106", "52107", "52108", "52109", "52116", "52117", "52120", "52126", "52127", "52128", "52129", "52131", "52134", "52136", "52140", "52144", "52145", "52147", "52148", "52162", "52163", "52165", "52170", "52171", "52172", "52173", "52178", "52182", "52187", "52188", "52189", "52190", "52191", "52194", "52201", "52204", "52205", "52206", "52207", "52217", "52218", "52220", "52228", "52238", "52239", "52241", "52246", "52247", "52248", "52249", "52250", "52251", "52252", "52253", "52258", "52259", "52260", "52262", "52263", "52264", "52265", "52267", "52275", "52276", "52277", "52281", "52282", "52288", "52301", "52302", "52303", "52304", "52305", "52309", "52310", "52313", "52314", "52323", "52327", "52332", "52336", "52343", "52348", "52349", "52356", "52357", "52358", "52359", "52363", "52366", "52370", "52372", "52377", "52378", "52383", "52384", "52385", "52386", "52389", "52392", "52393", "52396", "52397", "52398", "52399", "52401", "52404", "52407", "52408", "52409", "52410", "52411", "52414", "52427", "52433", "52438", "52439", "52440", "52441", "52443", "52444", "52451", "52452", "52453", "52454", "52455", "52459", "52462", "52465", "52469", "52472", "52478", "52480", "52485", "52486", "52487", "52488", "52491", "52492", "52494", "52495", "52496", "52500", "52501", "52502", "52503", "52505", "52506", "52507", "52510", "52511", "52514", "52519", "52520", "52521", "52522", "52523", "52525", "52526", "52527", "52531", "52532", "52533", "52536", "52537", "52538", "52541", "52547", "52548", "52550", "52554", "52555", "52559", "52561", "52562", "52563", "52570", "52571", "52578", "52579", "52580", "52581", "52587", "52588", "52595", "52600", "52604", "52606", "52612", "52613", "52614", "52623", "52626", "52627", "52632", "52651", "52652", "52653", "52654", "52655", "52656", "52670", "52672", "52673", "52680", "52681", "52682", "52683", "52684", "52685", "52686", "52687", "52696", "52701", "52702", "52703", "52709", "52717", "52719", "52721", "52722", "52725", "52726", "52727", "52728", "52733", "52734", "52738", "52739", "52741", "52743", "52744", "52745", "52746", "52747", "52748", "52751", "52754", "52755", "52761", "52763", "52767", "52768", "52773", "52774", "52775", "52781", "52782", "52785", "52786", "52790", "52791", "52799", "52801", "52802", "52804", "52815", "52823", "52828", "52829", "52833", "52841", "52842", "52843", "52844", "52845", "52846", "52847", "52848", "52851", "52852", "52859", "52860", "52868", "52869", "52871", "52873", "52874", "52875", "52880", "52881", "52882", "52883", "52884", "52885", "52895", "52897", "52901", "52902", "52903", "52904", "52905", "52908", "52909", "52910", "52911", "52912", "52914", "52923", "52924", "52925", "52926", "52927", "52932", "52949", "52950", "52966", "52967", "52968", "52969", "52970", "52971", "52972", "52973", "52974", "52975", "52980", "52984", "52985", "52986", "52987", "52988", "52990", "52992", "52996", "52997", "52998", "52999", "53001", "53009", "53011", "53013", "53015", "53016", "53027", "53030", "53031", "53039", "53040", "53041", "53043", "53047", "53048", "53049", "53052", "53053", "53055", "53056", "53057", "53063", "53064", "53069", "53070", "53071", "53073", "53074", "53075", "53078", "53079", "53080", "53082", "53085", "53086", "53087", "53088", "53089", "53090", "53092", "53096", "53098", "53100", "53101", "53102", "53103", "53105", "53106", "53107", "53110", "53113", "53114", "53115", "53120", "53121", "53125", "53126", "53131", "53132", "53133", "53134", "53136", "53137", "53140", "53141", "53142", "53143", "53144", "53150", "53151", "53152", "53158", "53160", "53162", "53163", "53165", "53168", "53179", "53180", "53182", "53188", "53189", "53190", "53195", "53196", "53198", "53201", "53202", "53203", "53204", "53208", "53209", "53210", "53212", "53213", "53214", "53215", "53219", "53220", "53221", "53224", "53225", "53231", "53235", "53236", "53237", "53238", "53239", "53242", "53244", "53245", "53247", "53249", "53251", "53259", "53271", "53272", "53277", "53280", "53282", "53288", "53293", "53296", "53298", "53300", "53302", "53303", "53306", "53311", "53312", "53313", "53314", "53315", "53316", "53318", "53323", "53324", "53325", "53326", "53327", "53328", "53329", "53330", "53331", "53335", "53336", "53337", "53343", "53344", "53345", "53346", "53347", "53354", "53355", "53356", "53362", "53369", "53370", "53372", "53374", "53375", "53376", "53377", "53378", "53379", "53380", "53384", "53385", "53386", "53390", "53391", "53392", "53394", "53398", "53400", "53403", "53406", "53407", "53408", "53410", "53415", "53417", "53425", "53426", "53427", "53428", "53429", "53430", "53431", "53441", "53446", "53447", "53448", "53450", "53454", "53455", "53458", "53459", "53460", "53462", "53466", "53467", "53468", "53470", "53471", "53472", "53473", "53474", "53480", "53481", "53485", "53486", "53487", "53488", "53489", "53494", "53503", "53508", "53513", "53514", "53515", "53521", "53524", "53528", "53529", "53530", "53531", "53532", "53533", "53534", "53537", "53538", "53539", "53544", "53546", "53552", "53553", "53555", "53556", "53557", "53559", "53568", "53574", "53575", "53576", "53580", "53583", "53587", "53589", "53590", "53591", "53592", "53598", "53599", "53603", "53604", "53606", "53607", "53608", "53611", "53616", "53619", "53620", "53625", "53632", "53634", "53635", "53636", "53637", "53639", "53640", "53643", "53647", "53648", "53649", "53653", "53654", "53655", "53658", "53660", "53662", "53667", "53671", "53672", "53673", "53679", "53680", "53681", "53688", "53690", "53694", "53695", "53701", "53704", "53705", "53706", "53709", "53712", "53713", "53714", "53715", "53716", "53717", "53718", "53720", "53721", "53725", "53730", "53731", "53736", "53737", "53738", "53739", "53743", "53745", "53750", "53751", "53752", "53755", "53762", "53763", "53767", "53768", "53770", "53771", "53772", "53773", "53774", "53776", "53781", "53782", "53783", "53784", "53785", "53789", "53790", "53791", "53793", "53796", "53797", "53798", "53799", "53800", "53802", "53806", "53810", "53811", "53812", "53824", "53830", "53831", "53832", "53833", "53834", "53838", "53840", "53843", "53844", "53848", "53849", "53850", "53852", "53853", "53855", "53856", "53870", "53871", "53877", "53879", "53882", "53885", "53888", "53890", "53892", "53893", "53894", "53895", "53897", "53900", "53901", "53916", "53920", "53924", "53925", "53926", "53927", "53930", "53936", "53940"] }, <<<<<<< HEAD "group": ["SharedData4fabe5ee"] ======= "group": ["SharedData3e2165ec"] >>>>>>> 60621964d770a615c5f9520303ecc59c96188a6b }</script> </div> <div id="clarity_search" class="form-group crosstalk-input-select crosstalk-input"> <label class="control-label" for="clarity_search">Select Clarity Level</label> <div> <select multiple></select> <script type="application/json" data-for="clarity_search">{ "items": { "value": ["I1", "SI2", "SI1", "VS2", "VS1", "VVS2", "VVS1", "IF"], "label": ["I1", "SI2", "SI1", "VS2", "VS1", "VVS2", "VVS1", "IF"] }, "map": { "I1": ["16", "173", "216", "242", "316", "324", "370", "377", "416", "445", "466", "526", "536", "552", "635", "654", "655", "665", "683", "702", "719", "801", "845", "858", "866", "926", "968", "992", "993", "1163", "1164", "1200", "1225", "1229", "1363", "1364", "1413", "1476", "1488", "1511", "1528", "1597", "1598", "1599", "1600", "1625", "1640", "1643", "1645", "1685", "1791", "1830", "1880", "1905", "1906", "1975", "1998", "2025", "2026", "2082", "2110", "2150", "2181", "2186", "2205", "2206", "2217", "2277", "2315", "2324", "2325", "2326", "2347", "2348", "2367", "2412", "2433", "2508", "2511", "2522", "2523", "2529", "2601", "2642", "2652", "2801", "2802", "2807", "2878", "2882", "2926", "2946", "2983", "3099", "3138", "3197", "3216", "3242", "3248", "3273", "3298", "3329", "3336", "3423", "3448", "3475", "3523", "3543", "3552", "3553", "3654", "3668", "3670", "3707", "3755", "3768", "3770", "3870", "3886", "3927", "3956", "3957", "3967", "3968", "3975", "4015", "4016", "4041", "4129", "4130", "4134", "4135", "4141", "4154", "4160", "4228", "4230", "4237", "4284", "4285", "4296", "4336", "4339", "4354", "4373", "4375", "4377", "4379", "4429", "4475", "4524", "4557", "4592", "4616", "4625", "4626", "4660", "4661", "4702", "4703", "4704", "4754", "4772", "4780", "4787", "4795", "4860", "4892", "4914", "4921", "4927", "4945", "4946", "4971", "4972", "5012", "5013", "5014", "5015", "5020", "5094", "5137", "5146", 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>>>>>>> 60621964d770a615c5f9520303ecc59c96188a6b </div> </div> </div> ] </details> --- class: hide-logo, inverse, center, middle # **Conclusion** --- # Conclusion .font160[ - plotly is an R package for creating **interactive** and **dynamic** **web-based** graphics <br></br> - plotly graphics can be created by (1) **converting ggplot()** graphics and (2) initializing **directly with plot_ly()** <br></br> - Key features include the ability to create **subplots**, **animate** graphs, **link** plots, and **filter** observations to enable the audience to interact with your data <br></br> - plotly might **not always** be the right tool! ] --- # Resources .font200[ - [Getting Started with plotly in R](https://plotly.com/r/getting-started/) <br></br> - [Interactive web-based data visualization with R, plotly, and shiny](https://plotly-r.com/) <br></br> - [Getting Started with plotly in ggplot2](https://plotly.com/ggplot2/getting-started/) <br></br> - [plotly Cheat Sheet](https://images.plot.ly/plotly-documentation/images/r_cheat_sheet.pdf) ] --- # References .font200[ - [Intro to Animations](https://plotly.com/r/animations/) <br></br> - [R for Data Science, Ch. 3 Data Visualisation](https://r4ds.had.co.nz/data-visualisation.html) <br></br> - [Mixed Subplots](https://plotly.com/r/mixed-subplots/) <br></br> - [Interactive Charts](https://www.r-graph-gallery.com/interactive-charts.html) ] --- class: hide-logo, inverse, center, middle # **Let's practice!**